Overview
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Dataset statistics
| Number of variables | 704 |
|---|---|
| Number of observations | 6000 |
| Missing cells | 24913 |
| Missing cells (%) | 0.6% |
| Total size in memory | 31.3 MiB |
| Average record size in memory | 5.3 KiB |
Variable types
| Numeric | 704 |
|---|
최종유효년월_신용_이용가능 has 454 (7.6%) missing values | Missing |
최종유효년월_신용_이용 has 1236 (20.6%) missing values | Missing |
최종카드발급일자 has 101 (1.7%) missing values | Missing |
RV신청일자 has 4816 (80.3%) missing values | Missing |
최종카드론_금융상환방식코드 has 4896 (81.6%) missing values | Missing |
최종카드론_대출일자 has 4968 (82.8%) missing values | Missing |
연체일자_B0M has 5995 (99.9%) missing values | Missing |
혜택수혜율_R3M has 1147 (19.1%) missing values | Missing |
혜택수혜율_B0M has 1300 (21.7%) missing values | Missing |
유효카드수_체크_가족 is highly skewed (γ1 = 77.45966692) | Skewed |
이용가능카드수_체크_가족 is highly skewed (γ1 = 77.45966692) | Skewed |
기본연회비_B0M is highly skewed (γ1 = 25.1450769) | Skewed |
제휴연회비_B0M is highly skewed (γ1 = 44.6990036) | Skewed |
청구금액_기본연회비_B0M is highly skewed (γ1 = 25.1450769) | Skewed |
청구금액_제휴연회비_B0M is highly skewed (γ1 = 44.6990036) | Skewed |
자발한도감액횟수_R12M is highly skewed (γ1 = 38.70076873) | Skewed |
자발한도감액금액_R12M is highly skewed (γ1 = 38.70076873) | Skewed |
자발한도감액후경과월 is highly skewed (γ1 = -76.70382) | Skewed |
이용건수_부분무이자_R3M is highly skewed (γ1 = 44.69898706) | Skewed |
이용개월수_부분무이자_R3M is highly skewed (γ1 = 44.69898706) | Skewed |
여유_항공이용금액 is highly skewed (γ1 = 22.40600662) | Skewed |
할부건수_14M_R12M is highly skewed (γ1 = 77.45966692) | Skewed |
할부건수_유이자_14M_R12M is highly skewed (γ1 = 77.45966692) | Skewed |
RP후경과월_학습비 is highly skewed (γ1 = -42.70418574) | Skewed |
이용금액_D페이_B0M is highly skewed (γ1 = 23.45714822) | Skewed |
이용건수_D페이_B0M is highly skewed (γ1 = 24.43972797) | Skewed |
승인거절건수_B0M is highly skewed (γ1 = 34.60635203) | Skewed |
승인거절건수_한도초과_B0M is highly skewed (γ1 = 34.60635203) | Skewed |
잔액_리볼빙CA이월_B0M is highly skewed (γ1 = 66.3315822) | Skewed |
연체잔액_B0M is highly skewed (γ1 = 58.85714833) | Skewed |
연체잔액_일시불_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
연체잔액_할부_B0M is highly skewed (γ1 = 54.76144677) | Skewed |
연체원금_B1M is highly skewed (γ1 = 33.63126348) | Skewed |
연체원금_B2M is highly skewed (γ1 = 29.92177932) | Skewed |
연체원금_최근 is highly skewed (γ1 = 42.07414958) | Skewed |
잔액_할부_해외_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
연체잔액_CA_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
평잔_할부_해외_3M is highly skewed (γ1 = 34.64437156) | Skewed |
평잔_CA_해외_3M is highly skewed (γ1 = 77.45966692) | Skewed |
평잔_할부_해외_6M is highly skewed (γ1 = 34.64791006) | Skewed |
평잔_CA_해외_6M is highly skewed (γ1 = 77.45966692) | Skewed |
방문횟수_모바일웹_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
IB문의건수_사용승인내역_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
IB문의건수_CS_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
IB문의건수_결제_R6M is highly skewed (γ1 = 21.84243585) | Skewed |
IB문의건수_SMS_R6M is highly skewed (γ1 = 34.60635203) | Skewed |
IB문의건수_BL_R6M is highly skewed (γ1 = 44.69898706) | Skewed |
IB문의건수_CA_R6M is highly skewed (γ1 = 77.45966692) | Skewed |
IB문의건수_CS_R6M is highly skewed (γ1 = 21.77650087) | Skewed |
컨택건수_카드론_LMS_B0M is highly skewed (γ1 = 21.41891699) | Skewed |
컨택건수_CA_청구서_B0M is highly skewed (γ1 = 77.45966692) | Skewed |
컨택건수_CA_TM_R6M is highly skewed (γ1 = 38.70076873) | Skewed |
컨택건수_리볼빙_LMS_R6M is highly skewed (γ1 = 25.20051671) | Skewed |
컨택건수_이용유도_당사앱_R6M is highly skewed (γ1 = 77.45966692) | Skewed |
증감율_이용건수_카드론_전월 is highly skewed (γ1 = -22.29911692) | Skewed |
증감율_이용금액_카드론_전월 is highly skewed (γ1 = -22.29911692) | Skewed |
변동률_잔액_CA_B1M is highly skewed (γ1 = -28.68314987) | Skewed |
연령 has 468 (7.8%) zeros | Zeros |
회원여부_이용가능 has 247 (4.1%) zeros | Zeros |
회원여부_이용가능_CA has 629 (10.5%) zeros | Zeros |
회원여부_이용가능_카드론 has 2186 (36.4%) zeros | Zeros |
소지여부_신용 has 99 (1.7%) zeros | Zeros |
소지카드수_유효_신용 has 91 (1.5%) zeros | Zeros |
소지카드수_이용가능_신용 has 441 (7.3%) zeros | Zeros |
회원여부_연체 has 5869 (97.8%) zeros | Zeros |
이용거절여부_카드론 has 4835 (80.6%) zeros | Zeros |
동의여부_한도증액안내 has 5449 (90.8%) zeros | Zeros |
수신거부여부_TM has 3795 (63.2%) zeros | Zeros |
수신거부여부_DM has 4099 (68.3%) zeros | Zeros |
수신거부여부_메일 has 4061 (67.7%) zeros | Zeros |
수신거부여부_SMS has 3720 (62.0%) zeros | Zeros |
가입통신회사코드 has 1286 (21.4%) zeros | Zeros |
탈회횟수_누적 has 3544 (59.1%) zeros | Zeros |
최종탈회후경과월 has 3560 (59.3%) zeros | Zeros |
탈회횟수_발급6개월이내 has 5738 (95.6%) zeros | Zeros |
탈회횟수_발급1년이내 has 5599 (93.3%) zeros | Zeros |
마케팅동의여부 has 1155 (19.2%) zeros | Zeros |
유효카드수_신용체크 has 77 (1.3%) zeros | Zeros |
유효카드수_신용 has 95 (1.6%) zeros | Zeros |
유효카드수_신용_가족 has 5796 (96.6%) zeros | Zeros |
유효카드수_체크 has 3660 (61.0%) zeros | Zeros |
유효카드수_체크_가족 has 5999 (> 99.9%) zeros | Zeros |
이용가능카드수_신용체크 has 238 (4.0%) zeros | Zeros |
이용가능카드수_신용 has 382 (6.4%) zeros | Zeros |
이용가능카드수_신용_가족 has 5797 (96.6%) zeros | Zeros |
이용가능카드수_체크 has 3668 (61.1%) zeros | Zeros |
이용가능카드수_체크_가족 has 5999 (> 99.9%) zeros | Zeros |
이용카드수_신용체크 has 1000 (16.7%) zeros | Zeros |
이용카드수_신용 has 1138 (19.0%) zeros | Zeros |
이용카드수_신용_가족 has 5821 (97.0%) zeros | Zeros |
이용카드수_체크 has 5015 (83.6%) zeros | Zeros |
이용금액_R3M_신용체크 has 1038 (17.3%) zeros | Zeros |
이용금액_R3M_신용 has 1156 (19.3%) zeros | Zeros |
이용금액_R3M_신용_가족 has 5817 (97.0%) zeros | Zeros |
이용금액_R3M_체크 has 5011 (83.5%) zeros | Zeros |
_1순위카드이용금액 has 1156 (19.3%) zeros | Zeros |
_1순위카드이용건수 has 163 (2.7%) zeros | Zeros |
_1순위신용체크구분 has 5785 (96.4%) zeros | Zeros |
_2순위카드이용금액 has 4224 (70.4%) zeros | Zeros |
_2순위카드이용건수 has 4229 (70.5%) zeros | Zeros |
_2순위신용체크구분 has 2212 (36.9%) zeros | Zeros |
보유여부_해외겸용_본인 has 1420 (23.7%) zeros | Zeros |
이용가능여부_해외겸용_본인 has 1569 (26.2%) zeros | Zeros |
이용여부_3M_해외겸용_본인 has 2364 (39.4%) zeros | Zeros |
보유여부_해외겸용_신용_본인 has 2008 (33.5%) zeros | Zeros |
이용가능여부_해외겸용_신용_본인 has 2241 (37.4%) zeros | Zeros |
이용여부_3M_해외겸용_신용_본인 has 2683 (44.7%) zeros | Zeros |
연회비발생카드수_B0M has 5982 (99.7%) zeros | Zeros |
기본연회비_B0M has 5990 (99.8%) zeros | Zeros |
제휴연회비_B0M has 5997 (> 99.9%) zeros | Zeros |
청구금액_기본연회비_B0M has 5990 (99.8%) zeros | Zeros |
청구금액_제휴연회비_B0M has 5997 (> 99.9%) zeros | Zeros |
카드신청건수 has 5490 (91.5%) zeros | Zeros |
Life_Stage has 509 (8.5%) zeros | Zeros |
최종카드발급경과월 has 188 (3.1%) zeros | Zeros |
최초한도금액 has 5154 (85.9%) zeros | Zeros |
카드이용한도금액 has 214 (3.6%) zeros | Zeros |
CA한도금액 has 597 (10.0%) zeros | Zeros |
일시상환론한도금액 has 3512 (58.5%) zeros | Zeros |
월상환론한도금액 has 2278 (38.0%) zeros | Zeros |
RV약정청구율 has 4805 (80.1%) zeros | Zeros |
RV최소결제비율 has 67 (1.1%) zeros | Zeros |
자발한도감액횟수_R12M has 5996 (99.9%) zeros | Zeros |
자발한도감액금액_R12M has 5996 (99.9%) zeros | Zeros |
강제한도감액횟수_R12M has 5128 (85.5%) zeros | Zeros |
강제한도감액금액_R12M has 5205 (86.8%) zeros | Zeros |
한도증액횟수_R12M has 5479 (91.3%) zeros | Zeros |
한도증액금액_R12M has 5498 (91.6%) zeros | Zeros |
상향가능한도금액 has 2407 (40.1%) zeros | Zeros |
상향가능CA한도금액 has 2508 (41.8%) zeros | Zeros |
카드론동의여부 has 1165 (19.4%) zeros | Zeros |
월상환론상향가능한도금액 has 5042 (84.0%) zeros | Zeros |
RV전환가능여부 has 921 (15.3%) zeros | Zeros |
일시불ONLY전환가능여부 has 1005 (16.8%) zeros | Zeros |
카드이용한도금액_B1M has 214 (3.6%) zeros | Zeros |
카드이용한도금액_B2M has 210 (3.5%) zeros | Zeros |
연체감액여부_R3M has 5973 (99.6%) zeros | Zeros |
이용건수_신용_B0M has 478 (8.0%) zeros | Zeros |
이용건수_신판_B0M has 489 (8.2%) zeros | Zeros |
이용건수_일시불_B0M has 490 (8.2%) zeros | Zeros |
이용건수_할부_B0M has 5340 (89.0%) zeros | Zeros |
이용건수_할부_유이자_B0M has 5862 (97.7%) zeros | Zeros |
이용건수_할부_무이자_B0M has 5411 (90.2%) zeros | Zeros |
이용건수_CA_B0M has 5738 (95.6%) zeros | Zeros |
이용건수_체크_B0M has 5121 (85.4%) zeros | Zeros |
이용금액_일시불_B0M has 1353 (22.6%) zeros | Zeros |
이용금액_할부_B0M has 5532 (92.2%) zeros | Zeros |
이용금액_할부_유이자_B0M has 5881 (98.0%) zeros | Zeros |
이용금액_할부_무이자_B0M has 5605 (93.4%) zeros | Zeros |
이용금액_CA_B0M has 5739 (95.7%) zeros | Zeros |
이용금액_체크_B0M has 5121 (85.4%) zeros | Zeros |
이용후경과월_신용 has 3255 (54.2%) zeros | Zeros |
이용후경과월_신판 has 3099 (51.6%) zeros | Zeros |
이용후경과월_일시불 has 4352 (72.5%) zeros | Zeros |
이용후경과월_할부 has 286 (4.8%) zeros | Zeros |
이용후경과월_할부_무이자 has 253 (4.2%) zeros | Zeros |
이용후경과월_CA has 262 (4.4%) zeros | Zeros |
이용후경과월_체크 has 879 (14.6%) zeros | Zeros |
이용건수_신용_R12M has 669 (11.2%) zeros | Zeros |
이용건수_신판_R12M has 678 (11.3%) zeros | Zeros |
이용건수_일시불_R12M has 679 (11.3%) zeros | Zeros |
이용건수_할부_R12M has 4260 (71.0%) zeros | Zeros |
이용건수_할부_유이자_R12M has 5448 (90.8%) zeros | Zeros |
이용건수_할부_무이자_R12M has 4344 (72.4%) zeros | Zeros |
이용건수_CA_R12M has 5244 (87.4%) zeros | Zeros |
이용건수_체크_R12M has 4743 (79.0%) zeros | Zeros |
이용건수_카드론_R12M has 5668 (94.5%) zeros | Zeros |
이용금액_일시불_R12M has 665 (11.1%) zeros | Zeros |
이용금액_할부_R12M has 3348 (55.8%) zeros | Zeros |
이용금액_할부_유이자_R12M has 4824 (80.4%) zeros | Zeros |
이용금액_할부_무이자_R12M has 3569 (59.5%) zeros | Zeros |
이용금액_부분무이자_R12M has 5886 (98.1%) zeros | Zeros |
이용금액_CA_R12M has 5232 (87.2%) zeros | Zeros |
이용금액_카드론_R12M has 5729 (95.5%) zeros | Zeros |
최대이용금액_일시불_R12M has 664 (11.1%) zeros | Zeros |
최대이용금액_할부_R12M has 3339 (55.6%) zeros | Zeros |
최대이용금액_할부_유이자_R12M has 4759 (79.3%) zeros | Zeros |
최대이용금액_할부_무이자_R12M has 3660 (61.0%) zeros | Zeros |
최대이용금액_부분무이자_R12M has 5886 (98.1%) zeros | Zeros |
최대이용금액_CA_R12M has 5232 (87.2%) zeros | Zeros |
최대이용금액_체크_R12M has 4733 (78.9%) zeros | Zeros |
최대이용금액_카드론_R12M has 5749 (95.8%) zeros | Zeros |
이용개월수_신용_R12M has 636 (10.6%) zeros | Zeros |
이용개월수_신판_R12M has 641 (10.7%) zeros | Zeros |
이용개월수_일시불_R12M has 665 (11.1%) zeros | Zeros |
이용개월수_할부_R12M has 3260 (54.3%) zeros | Zeros |
이용개월수_할부_유이자_R12M has 4719 (78.6%) zeros | Zeros |
이용개월수_할부_무이자_R12M has 3522 (58.7%) zeros | Zeros |
이용개월수_부분무이자_R12M has 5886 (98.1%) zeros | Zeros |
이용개월수_CA_R12M has 5233 (87.2%) zeros | Zeros |
이용개월수_체크_R12M has 4734 (78.9%) zeros | Zeros |
이용개월수_카드론_R12M has 5686 (94.8%) zeros | Zeros |
이용건수_신용_R6M has 116 (1.9%) zeros | Zeros |
이용건수_신판_R6M has 117 (1.9%) zeros | Zeros |
이용건수_일시불_R6M has 106 (1.8%) zeros | Zeros |
이용건수_할부_R6M has 4367 (72.8%) zeros | Zeros |
이용건수_할부_유이자_R6M has 5432 (90.5%) zeros | Zeros |
이용건수_할부_무이자_R6M has 4515 (75.2%) zeros | Zeros |
이용건수_부분무이자_R6M has 5982 (99.7%) zeros | Zeros |
이용건수_CA_R6M has 5532 (92.2%) zeros | Zeros |
이용건수_체크_R6M has 4954 (82.6%) zeros | Zeros |
이용건수_카드론_R6M has 5899 (98.3%) zeros | Zeros |
이용금액_일시불_R6M has 624 (10.4%) zeros | Zeros |
이용금액_할부_R6M has 2928 (48.8%) zeros | Zeros |
이용금액_할부_유이자_R6M has 5474 (91.2%) zeros | Zeros |
이용금액_할부_무이자_R6M has 4581 (76.3%) zeros | Zeros |
이용금액_부분무이자_R6M has 4027 (67.1%) zeros | Zeros |
이용금액_CA_R6M has 5529 (92.2%) zeros | Zeros |
이용금액_체크_R6M has 4948 (82.5%) zeros | Zeros |
이용금액_카드론_R6M has 5897 (98.3%) zeros | Zeros |
이용개월수_신용_R6M has 937 (15.6%) zeros | Zeros |
이용개월수_신판_R6M has 938 (15.6%) zeros | Zeros |
이용개월수_일시불_R6M has 956 (15.9%) zeros | Zeros |
이용개월수_할부_R6M has 4208 (70.1%) zeros | Zeros |
이용개월수_할부_유이자_R6M has 5384 (89.7%) zeros | Zeros |
이용개월수_할부_무이자_R6M has 4383 (73.0%) zeros | Zeros |
이용개월수_부분무이자_R6M has 5979 (99.7%) zeros | Zeros |
이용개월수_CA_R6M has 5474 (91.2%) zeros | Zeros |
이용개월수_체크_R6M has 4933 (82.2%) zeros | Zeros |
이용개월수_카드론_R6M has 5887 (98.1%) zeros | Zeros |
이용건수_신용_R3M has 499 (8.3%) zeros | Zeros |
이용건수_신판_R3M has 503 (8.4%) zeros | Zeros |
이용건수_일시불_R3M has 505 (8.4%) zeros | Zeros |
이용건수_할부_R3M has 4998 (83.3%) zeros | Zeros |
이용건수_할부_유이자_R3M has 5730 (95.5%) zeros | Zeros |
이용건수_할부_무이자_R3M has 5104 (85.1%) zeros | Zeros |
이용건수_부분무이자_R3M has 5997 (> 99.9%) zeros | Zeros |
이용건수_CA_R3M has 5672 (94.5%) zeros | Zeros |
이용건수_체크_R3M has 5066 (84.4%) zeros | Zeros |
이용건수_카드론_R3M has 5971 (99.5%) zeros | Zeros |
이용금액_일시불_R3M has 842 (14.0%) zeros | Zeros |
이용금액_할부_R3M has 3659 (61.0%) zeros | Zeros |
이용금액_할부_유이자_R3M has 5762 (96.0%) zeros | Zeros |
이용금액_할부_무이자_R3M has 5283 (88.0%) zeros | Zeros |
이용금액_부분무이자_R3M has 4046 (67.4%) zeros | Zeros |
이용금액_CA_R3M has 5674 (94.6%) zeros | Zeros |
이용금액_체크_R3M has 5063 (84.4%) zeros | Zeros |
이용금액_카드론_R3M has 5969 (99.5%) zeros | Zeros |
이용개월수_신용_R3M has 1151 (19.2%) zeros | Zeros |
이용개월수_신판_R3M has 1161 (19.4%) zeros | Zeros |
이용개월수_일시불_R3M has 1177 (19.6%) zeros | Zeros |
이용개월수_할부_R3M has 4812 (80.2%) zeros | Zeros |
이용개월수_할부_유이자_R3M has 5616 (93.6%) zeros | Zeros |
이용개월수_할부_무이자_R3M has 5027 (83.8%) zeros | Zeros |
이용개월수_부분무이자_R3M has 5997 (> 99.9%) zeros | Zeros |
이용개월수_CA_R3M has 5624 (93.7%) zeros | Zeros |
이용개월수_체크_R3M has 5047 (84.1%) zeros | Zeros |
이용개월수_카드론_R3M has 5968 (99.5%) zeros | Zeros |
이용가맹점수 has 1423 (23.7%) zeros | Zeros |
이용금액_해외 has 5354 (89.2%) zeros | Zeros |
쇼핑_도소매_이용금액 has 3345 (55.8%) zeros | Zeros |
쇼핑_백화점_이용금액 has 5134 (85.6%) zeros | Zeros |
쇼핑_마트_이용금액 has 4139 (69.0%) zeros | Zeros |
쇼핑_슈퍼마켓_이용금액 has 3310 (55.2%) zeros | Zeros |
쇼핑_편의점_이용금액 has 3648 (60.8%) zeros | Zeros |
쇼핑_아울렛_이용금액 has 5498 (91.6%) zeros | Zeros |
쇼핑_온라인_이용금액 has 3880 (64.7%) zeros | Zeros |
쇼핑_기타_이용금액 has 4426 (73.8%) zeros | Zeros |
교통_주유이용금액 has 4241 (70.7%) zeros | Zeros |
교통_정비이용금액 has 4698 (78.3%) zeros | Zeros |
교통_버스지하철이용금액 has 4651 (77.5%) zeros | Zeros |
교통_택시이용금액 has 4710 (78.5%) zeros | Zeros |
교통_철도버스이용금액 has 5458 (91.0%) zeros | Zeros |
여유_운동이용금액 has 5328 (88.8%) zeros | Zeros |
여유_Pet이용금액 has 5922 (98.7%) zeros | Zeros |
여유_공연이용금액 has 5739 (95.7%) zeros | Zeros |
여유_공원이용금액 has 5985 (99.8%) zeros | Zeros |
여유_숙박이용금액 has 5925 (98.8%) zeros | Zeros |
여유_항공이용금액 has 5988 (99.8%) zeros | Zeros |
여유_기타이용금액 has 5782 (96.4%) zeros | Zeros |
납부_통신비이용금액 has 4234 (70.6%) zeros | Zeros |
납부_관리비이용금액 has 5821 (97.0%) zeros | Zeros |
납부_가스전기료이용금액 has 5884 (98.1%) zeros | Zeros |
납부_보험료이용금액 has 5357 (89.3%) zeros | Zeros |
납부_기타이용금액 has 4583 (76.4%) zeros | Zeros |
_1순위업종 has 198 (3.3%) zeros | Zeros |
_1순위업종_이용금액 has 1285 (21.4%) zeros | Zeros |
_2순위업종 has 95 (1.6%) zeros | Zeros |
_2순위업종_이용금액 has 2258 (37.6%) zeros | Zeros |
_3순위업종_이용금액 has 2786 (46.4%) zeros | Zeros |
_1순위쇼핑업종 has 1101 (18.4%) zeros | Zeros |
_1순위쇼핑업종_이용금액 has 2307 (38.5%) zeros | Zeros |
_2순위쇼핑업종 has 905 (15.1%) zeros | Zeros |
_2순위쇼핑업종_이용금액 has 2860 (47.7%) zeros | Zeros |
_3순위쇼핑업종 has 495 (8.2%) zeros | Zeros |
_3순위쇼핑업종_이용금액 has 3327 (55.5%) zeros | Zeros |
_1순위교통업종 has 689 (11.5%) zeros | Zeros |
_1순위교통업종_이용금액 has 2945 (49.1%) zeros | Zeros |
_2순위교통업종 has 478 (8.0%) zeros | Zeros |
_2순위교통업종_이용금액 has 4147 (69.1%) zeros | Zeros |
_3순위교통업종 has 111 (1.8%) zeros | Zeros |
_3순위교통업종_이용금액 has 5090 (84.8%) zeros | Zeros |
_1순위여유업종_이용금액 has 4967 (82.8%) zeros | Zeros |
_2순위여유업종_이용금액 has 5781 (96.4%) zeros | Zeros |
_3순위여유업종_이용금액 has 5941 (99.0%) zeros | Zeros |
_1순위납부업종_이용금액 has 2976 (49.6%) zeros | Zeros |
_2순위납부업종_이용금액 has 5137 (85.6%) zeros | Zeros |
_3순위납부업종_이용금액 has 5789 (96.5%) zeros | Zeros |
할부건수_3M_R12M has 4477 (74.6%) zeros | Zeros |
할부건수_6M_R12M has 5061 (84.4%) zeros | Zeros |
할부건수_12M_R12M has 5955 (99.2%) zeros | Zeros |
할부건수_14M_R12M has 5999 (> 99.9%) zeros | Zeros |
할부금액_3M_R12M has 3832 (63.9%) zeros | Zeros |
할부금액_6M_R12M has 4420 (73.7%) zeros | Zeros |
할부금액_12M_R12M has 5578 (93.0%) zeros | Zeros |
할부금액_14M_R12M has 5813 (96.9%) zeros | Zeros |
할부건수_유이자_3M_R12M has 5515 (91.9%) zeros | Zeros |
할부건수_유이자_6M_R12M has 5846 (97.4%) zeros | Zeros |
할부건수_유이자_12M_R12M has 5980 (99.7%) zeros | Zeros |
할부건수_유이자_14M_R12M has 5999 (> 99.9%) zeros | Zeros |
할부금액_유이자_3M_R12M has 5222 (87.0%) zeros | Zeros |
할부금액_유이자_6M_R12M has 5591 (93.2%) zeros | Zeros |
할부금액_유이자_12M_R12M has 5894 (98.2%) zeros | Zeros |
할부금액_유이자_14M_R12M has 5830 (97.2%) zeros | Zeros |
할부건수_무이자_3M_R12M has 4579 (76.3%) zeros | Zeros |
할부건수_무이자_6M_R12M has 5095 (84.9%) zeros | Zeros |
할부건수_무이자_12M_R12M has 5969 (99.5%) zeros | Zeros |
할부금액_무이자_3M_R12M has 3998 (66.6%) zeros | Zeros |
할부금액_무이자_6M_R12M has 4552 (75.9%) zeros | Zeros |
할부금액_무이자_12M_R12M has 5745 (95.8%) zeros | Zeros |
할부금액_무이자_14M_R12M has 5983 (99.7%) zeros | Zeros |
할부금액_부분_12M_R12M has 5886 (98.1%) zeros | Zeros |
RP건수_B0M has 3148 (52.5%) zeros | Zeros |
RP금액_B0M has 3129 (52.1%) zeros | Zeros |
RP유형건수_B0M has 3228 (53.8%) zeros | Zeros |
RP건수_통신_B0M has 4526 (75.4%) zeros | Zeros |
RP건수_아파트_B0M has 5820 (97.0%) zeros | Zeros |
RP건수_제휴사서비스직접판매_B0M has 5278 (88.0%) zeros | Zeros |
RP건수_렌탈_B0M has 5977 (99.6%) zeros | Zeros |
RP건수_가스_B0M has 5961 (99.4%) zeros | Zeros |
RP건수_전기_B0M has 5981 (99.7%) zeros | Zeros |
RP건수_보험_B0M has 5951 (99.2%) zeros | Zeros |
RP건수_교통_B0M has 4765 (79.4%) zeros | Zeros |
RP후경과월 has 2852 (47.5%) zeros | Zeros |
RP후경과월_통신 has 1474 (24.6%) zeros | Zeros |
RP후경과월_아파트 has 180 (3.0%) zeros | Zeros |
RP후경과월_제휴사서비스직접판매 has 722 (12.0%) zeros | Zeros |
RP후경과월_교통 has 1235 (20.6%) zeros | Zeros |
증감_RP건수_전월 has 5556 (92.6%) zeros | Zeros |
증감_RP유형건수_전월 has 5901 (98.4%) zeros | Zeros |
증감_RP건수_통신_전월 has 5943 (99.1%) zeros | Zeros |
증감_RP건수_제휴사서비스직접판매_전월 has 5997 (> 99.9%) zeros | Zeros |
증감_RP건수_렌탈_전월 has 5977 (99.6%) zeros | Zeros |
증감_RP건수_가스_전월 has 5986 (99.8%) zeros | Zeros |
증감_RP건수_전기_전월 has 5992 (99.9%) zeros | Zeros |
증감_RP건수_보험_전월 has 5984 (99.7%) zeros | Zeros |
증감_RP건수_교통_전월 has 5672 (94.5%) zeros | Zeros |
카드론이용건수_누적 has 4986 (83.1%) zeros | Zeros |
카드론이용월수_누적 has 4962 (82.7%) zeros | Zeros |
카드론이용금액_누적 has 4896 (81.6%) zeros | Zeros |
최종카드론_신청경로코드 has 142 (2.4%) zeros | Zeros |
최종카드론_대출이율 has 4896 (81.6%) zeros | Zeros |
최종카드론_대출월수 has 4897 (81.6%) zeros | Zeros |
최종카드론_거치개월수 has 5712 (95.2%) zeros | Zeros |
최종카드론_대출금액 has 4919 (82.0%) zeros | Zeros |
이용개월수_온라인_R6M has 3636 (60.6%) zeros | Zeros |
이용개월수_오프라인_R6M has 992 (16.5%) zeros | Zeros |
이용금액_온라인_R6M has 3599 (60.0%) zeros | Zeros |
이용금액_오프라인_R6M has 1029 (17.2%) zeros | Zeros |
이용건수_온라인_R6M has 4048 (67.5%) zeros | Zeros |
이용건수_오프라인_R6M has 1079 (18.0%) zeros | Zeros |
이용금액_온라인_R3M has 4097 (68.3%) zeros | Zeros |
이용금액_오프라인_R3M has 1362 (22.7%) zeros | Zeros |
이용건수_온라인_R3M has 4600 (76.7%) zeros | Zeros |
이용건수_오프라인_R3M has 1300 (21.7%) zeros | Zeros |
이용금액_온라인_B0M has 4356 (72.6%) zeros | Zeros |
이용금액_오프라인_B0M has 1626 (27.1%) zeros | Zeros |
이용건수_온라인_B0M has 4923 (82.0%) zeros | Zeros |
이용건수_오프라인_B0M has 1647 (27.5%) zeros | Zeros |
이용개월수_페이_온라인_R6M has 4277 (71.3%) zeros | Zeros |
이용개월수_페이_오프라인_R6M has 5581 (93.0%) zeros | Zeros |
이용금액_페이_온라인_R6M has 4292 (71.5%) zeros | Zeros |
이용금액_페이_오프라인_R6M has 5586 (93.1%) zeros | Zeros |
이용건수_페이_온라인_R6M has 4346 (72.4%) zeros | Zeros |
이용건수_페이_오프라인_R6M has 5679 (94.7%) zeros | Zeros |
이용금액_페이_온라인_R3M has 4592 (76.5%) zeros | Zeros |
이용금액_페이_오프라인_R3M has 5661 (94.3%) zeros | Zeros |
이용건수_페이_온라인_R3M has 4669 (77.8%) zeros | Zeros |
이용건수_페이_오프라인_R3M has 5714 (95.2%) zeros | Zeros |
이용금액_페이_온라인_B0M has 4742 (79.0%) zeros | Zeros |
이용금액_페이_오프라인_B0M has 5712 (95.2%) zeros | Zeros |
이용건수_페이_온라인_B0M has 4870 (81.2%) zeros | Zeros |
이용건수_페이_오프라인_B0M has 5721 (95.3%) zeros | Zeros |
이용개월수_간편결제_R6M has 4136 (68.9%) zeros | Zeros |
이용개월수_당사기타_R6M has 5898 (98.3%) zeros | Zeros |
이용개월수_A페이_R6M has 5578 (93.0%) zeros | Zeros |
이용개월수_B페이_R6M has 5826 (97.1%) zeros | Zeros |
이용개월수_C페이_R6M has 5899 (98.3%) zeros | Zeros |
이용개월수_D페이_R6M has 5809 (96.8%) zeros | Zeros |
이용금액_간편결제_R6M has 4171 (69.5%) zeros | Zeros |
이용금액_A페이_R6M has 5571 (92.8%) zeros | Zeros |
이용금액_B페이_R6M has 5825 (97.1%) zeros | Zeros |
이용금액_C페이_R6M has 5900 (98.3%) zeros | Zeros |
이용금액_D페이_R6M has 5805 (96.8%) zeros | Zeros |
이용건수_간편결제_R6M has 4196 (69.9%) zeros | Zeros |
이용건수_A페이_R6M has 5576 (92.9%) zeros | Zeros |
이용건수_B페이_R6M has 5836 (97.3%) zeros | Zeros |
이용건수_C페이_R6M has 5902 (98.4%) zeros | Zeros |
이용건수_D페이_R6M has 5849 (97.5%) zeros | Zeros |
이용금액_간편결제_R3M has 4454 (74.2%) zeros | Zeros |
이용금액_A페이_R3M has 5627 (93.8%) zeros | Zeros |
이용금액_B페이_R3M has 5865 (97.8%) zeros | Zeros |
이용금액_C페이_R3M has 5913 (98.6%) zeros | Zeros |
이용금액_D페이_R3M has 5921 (98.7%) zeros | Zeros |
이용건수_간편결제_R3M has 4458 (74.3%) zeros | Zeros |
이용건수_A페이_R3M has 5645 (94.1%) zeros | Zeros |
이용건수_B페이_R3M has 5869 (97.8%) zeros | Zeros |
이용건수_C페이_R3M has 5910 (98.5%) zeros | Zeros |
이용건수_D페이_R3M has 5949 (99.2%) zeros | Zeros |
이용금액_간편결제_B0M has 4594 (76.6%) zeros | Zeros |
이용금액_A페이_B0M has 5675 (94.6%) zeros | Zeros |
이용금액_B페이_B0M has 5914 (98.6%) zeros | Zeros |
이용금액_C페이_B0M has 5932 (98.9%) zeros | Zeros |
이용금액_D페이_B0M has 5989 (99.8%) zeros | Zeros |
이용건수_간편결제_B0M has 4596 (76.6%) zeros | Zeros |
이용건수_A페이_B0M has 5707 (95.1%) zeros | Zeros |
이용건수_B페이_B0M has 5910 (98.5%) zeros | Zeros |
이용건수_C페이_B0M has 5930 (98.8%) zeros | Zeros |
이용건수_D페이_B0M has 5990 (99.8%) zeros | Zeros |
이용개월수_선결제_R6M has 5498 (91.6%) zeros | Zeros |
이용횟수_선결제_R6M has 5492 (91.5%) zeros | Zeros |
이용금액_선결제_R6M has 5489 (91.5%) zeros | Zeros |
이용건수_선결제_R6M has 5633 (93.9%) zeros | Zeros |
이용횟수_선결제_R3M has 5686 (94.8%) zeros | Zeros |
이용금액_선결제_R3M has 5686 (94.8%) zeros | Zeros |
이용건수_선결제_R3M has 5823 (97.0%) zeros | Zeros |
이용횟수_선결제_B0M has 5766 (96.1%) zeros | Zeros |
이용금액_선결제_B0M has 5764 (96.1%) zeros | Zeros |
이용건수_선결제_B0M has 5912 (98.5%) zeros | Zeros |
이용횟수_연체_R6M has 5248 (87.5%) zeros | Zeros |
이용금액_연체_R6M has 5269 (87.8%) zeros | Zeros |
이용횟수_연체_R3M has 5684 (94.7%) zeros | Zeros |
이용금액_연체_R3M has 5661 (94.3%) zeros | Zeros |
이용횟수_연체_B0M has 5869 (97.8%) zeros | Zeros |
이용금액_연체_B0M has 5827 (97.1%) zeros | Zeros |
이용개월수_전체_R6M has 979 (16.3%) zeros | Zeros |
이용개월수_전체_R3M has 1215 (20.2%) zeros | Zeros |
이용개월수_결제일_R6M has 1139 (19.0%) zeros | Zeros |
이용개월수_결제일_R3M has 1411 (23.5%) zeros | Zeros |
가맹점매출금액_B1M has 5623 (93.7%) zeros | Zeros |
가맹점매출금액_B2M has 5618 (93.6%) zeros | Zeros |
정상청구원금_B0M has 905 (15.1%) zeros | Zeros |
선입금원금_B0M has 5718 (95.3%) zeros | Zeros |
정상입금원금_B0M has 1572 (26.2%) zeros | Zeros |
연체입금원금_B0M has 3161 (52.7%) zeros | Zeros |
정상청구원금_B2M has 877 (14.6%) zeros | Zeros |
선입금원금_B2M has 5715 (95.2%) zeros | Zeros |
정상입금원금_B2M has 1601 (26.7%) zeros | Zeros |
연체입금원금_B2M has 2976 (49.6%) zeros | Zeros |
정상청구원금_B5M has 869 (14.5%) zeros | Zeros |
선입금원금_B5M has 5701 (95.0%) zeros | Zeros |
정상입금원금_B5M has 1792 (29.9%) zeros | Zeros |
연체입금원금_B5M has 2663 (44.4%) zeros | Zeros |
건수_할부전환_R6M has 5950 (99.2%) zeros | Zeros |
건수_할부전환_R3M has 5957 (99.3%) zeros | Zeros |
금액_할부전환_R6M has 5949 (99.2%) zeros | Zeros |
금액_할부전환_R3M has 5955 (99.2%) zeros | Zeros |
연속무실적개월수_기본_24M_카드 has 4807 (80.1%) zeros | Zeros |
연속유실적개월수_기본_24M_카드 has 1400 (23.3%) zeros | Zeros |
신청건수_ATM_CA_B0 has 5906 (98.4%) zeros | Zeros |
신청건수_ATM_CA_R6M has 5662 (94.4%) zeros | Zeros |
승인거절건수_B0M has 5995 (99.9%) zeros | Zeros |
승인거절건수_한도초과_B0M has 5995 (99.9%) zeros | Zeros |
승인거절건수_R3M has 5769 (96.2%) zeros | Zeros |
승인거절건수_한도초과_R3M has 5874 (97.9%) zeros | Zeros |
승인거절건수_BL_R3M has 5982 (99.7%) zeros | Zeros |
승인거절건수_기타_R3M has 5901 (98.4%) zeros | Zeros |
이용금액대 has 909 (15.2%) zeros | Zeros |
대표청구지고객주소구분코드 has 2743 (45.7%) zeros | Zeros |
대표청구서수령지구분코드 has 116 (1.9%) zeros | Zeros |
청구서수령방법 has 116 (1.9%) zeros | Zeros |
청구서발송여부_B0 has 1273 (21.2%) zeros | Zeros |
청구서발송여부_R3M has 1150 (19.2%) zeros | Zeros |
청구서발송여부_R6M has 911 (15.2%) zeros | Zeros |
청구금액_B0 has 1273 (21.2%) zeros | Zeros |
청구금액_R3M has 1115 (18.6%) zeros | Zeros |
청구금액_R6M has 829 (13.8%) zeros | Zeros |
포인트_마일리지_건별_B0M has 5839 (97.3%) zeros | Zeros |
포인트_마일리지_건별_R3M has 5838 (97.3%) zeros | Zeros |
포인트_포인트_건별_B0M has 5248 (87.5%) zeros | Zeros |
포인트_포인트_건별_R3M has 5203 (86.7%) zeros | Zeros |
포인트_마일리지_월적립_B0M has 5848 (97.5%) zeros | Zeros |
포인트_마일리지_월적립_R3M has 5845 (97.4%) zeros | Zeros |
포인트_포인트_월적립_B0M has 5858 (97.6%) zeros | Zeros |
포인트_포인트_월적립_R3M has 5664 (94.4%) zeros | Zeros |
포인트_적립포인트_R12M has 4559 (76.0%) zeros | Zeros |
포인트_적립포인트_R3M has 4796 (79.9%) zeros | Zeros |
포인트_이용포인트_R12M has 3914 (65.2%) zeros | Zeros |
포인트_이용포인트_R3M has 4547 (75.8%) zeros | Zeros |
마일_적립포인트_R12M has 5808 (96.8%) zeros | Zeros |
마일_적립포인트_R3M has 5688 (94.8%) zeros | Zeros |
마일_이용포인트_R12M has 5826 (97.1%) zeros | Zeros |
마일_이용포인트_R3M has 5837 (97.3%) zeros | Zeros |
마일_잔여포인트_B0M has 5831 (97.2%) zeros | Zeros |
할인건수_R3M has 421 (7.0%) zeros | Zeros |
할인금액_R3M has 4460 (74.3%) zeros | Zeros |
할인금액_B0M has 4710 (78.5%) zeros | Zeros |
할인금액_청구서_R3M has 3997 (66.6%) zeros | Zeros |
할인금액_청구서_B0M has 4323 (72.0%) zeros | Zeros |
상환개월수_결제일_R6M has 993 (16.6%) zeros | Zeros |
상환개월수_결제일_R3M has 1351 (22.5%) zeros | Zeros |
선결제건수_R6M has 5449 (90.8%) zeros | Zeros |
선결제건수_R3M has 5616 (93.6%) zeros | Zeros |
연체건수_R6M has 5060 (84.3%) zeros | Zeros |
연체건수_R3M has 5397 (90.0%) zeros | Zeros |
혜택수혜금액_R3M has 3404 (56.7%) zeros | Zeros |
포인트_마일리지_환산_B0M has 5691 (94.8%) zeros | Zeros |
혜택수혜금액 has 3750 (62.5%) zeros | Zeros |
잔액_일시불_B0M has 1659 (27.7%) zeros | Zeros |
잔액_할부_B0M has 4173 (69.5%) zeros | Zeros |
잔액_현금서비스_B0M has 5694 (94.9%) zeros | Zeros |
잔액_리볼빙일시불이월_B0M has 5860 (97.7%) zeros | Zeros |
잔액_리볼빙CA이월_B0M has 5998 (> 99.9%) zeros | Zeros |
잔액_카드론_B0M has 5629 (93.8%) zeros | Zeros |
월중평잔_일시불_B0M has 1597 (26.6%) zeros | Zeros |
월중평잔_할부_B0M has 4030 (67.2%) zeros | Zeros |
월중평잔_CA_B0M has 5642 (94.0%) zeros | Zeros |
연체잔액_B0M has 5998 (> 99.9%) zeros | Zeros |
연체잔액_일시불_B0M has 5999 (> 99.9%) zeros | Zeros |
연체잔액_할부_B0M has 5998 (> 99.9%) zeros | Zeros |
잔액_현금서비스_B1M has 5680 (94.7%) zeros | Zeros |
잔액_현금서비스_B2M has 5673 (94.5%) zeros | Zeros |
잔액_카드론_B1M has 5625 (93.8%) zeros | Zeros |
잔액_카드론_B2M has 5624 (93.7%) zeros | Zeros |
잔액_카드론_B3M has 5626 (93.8%) zeros | Zeros |
잔액_카드론_B4M has 5628 (93.8%) zeros | Zeros |
잔액_카드론_B5M has 5621 (93.7%) zeros | Zeros |
잔액_할부_B1M has 4075 (67.9%) zeros | Zeros |
잔액_할부_B2M has 4035 (67.2%) zeros | Zeros |
잔액_일시불_B1M has 1653 (27.6%) zeros | Zeros |
잔액_일시불_B2M has 1669 (27.8%) zeros | Zeros |
연체일수_B1M has 655 (10.9%) zeros | Zeros |
연체일수_B2M has 688 (11.5%) zeros | Zeros |
연체원금_B1M has 5978 (99.6%) zeros | Zeros |
연체원금_B2M has 5975 (99.6%) zeros | Zeros |
연체일수_최근 has 75 (1.2%) zeros | Zeros |
연체원금_최근 has 5994 (99.9%) zeros | Zeros |
최종연체회차 has 1943 (32.4%) zeros | Zeros |
RV_평균잔액_R12M has 5625 (93.8%) zeros | Zeros |
RV_최대잔액_R12M has 5625 (93.8%) zeros | Zeros |
RV_평균잔액_R6M has 5754 (95.9%) zeros | Zeros |
RV_최대잔액_R6M has 5750 (95.8%) zeros | Zeros |
RV_평균잔액_R3M has 5806 (96.8%) zeros | Zeros |
RV_최대잔액_R3M has 5807 (96.8%) zeros | Zeros |
잔액_할부_유이자_B0M has 5119 (85.3%) zeros | Zeros |
잔액_할부_무이자_B0M has 4558 (76.0%) zeros | Zeros |
잔액_할부_해외_B0M has 5999 (> 99.9%) zeros | Zeros |
연체잔액_CA_B0M has 5999 (> 99.9%) zeros | Zeros |
월중평잔 has 1230 (20.5%) zeros | Zeros |
월중평잔_일시불 has 1412 (23.5%) zeros | Zeros |
월중평잔_RV일시불 has 4933 (82.2%) zeros | Zeros |
월중평잔_할부 has 4021 (67.0%) zeros | Zeros |
월중평잔_CA has 5632 (93.9%) zeros | Zeros |
월중평잔_카드론 has 5621 (93.7%) zeros | Zeros |
평잔_3M has 1109 (18.5%) zeros | Zeros |
평잔_일시불_3M has 1249 (20.8%) zeros | Zeros |
평잔_일시불_해외_3M has 5323 (88.7%) zeros | Zeros |
평잔_RV일시불_3M has 4917 (82.0%) zeros | Zeros |
평잔_RV일시불_해외_3M has 5823 (97.0%) zeros | Zeros |
평잔_할부_3M has 3811 (63.5%) zeros | Zeros |
평잔_할부_해외_3M has 5995 (99.9%) zeros | Zeros |
평잔_CA_3M has 5508 (91.8%) zeros | Zeros |
평잔_CA_해외_3M has 5999 (> 99.9%) zeros | Zeros |
평잔_카드론_3M has 5603 (93.4%) zeros | Zeros |
평잔_6M has 896 (14.9%) zeros | Zeros |
평잔_일시불_6M has 985 (16.4%) zeros | Zeros |
평잔_일시불_해외_6M has 5232 (87.2%) zeros | Zeros |
평잔_RV일시불_6M has 4884 (81.4%) zeros | Zeros |
평잔_RV일시불_해외_6M has 5808 (96.8%) zeros | Zeros |
평잔_할부_6M has 3451 (57.5%) zeros | Zeros |
평잔_할부_해외_6M has 5995 (99.9%) zeros | Zeros |
평잔_CA_6M has 5419 (90.3%) zeros | Zeros |
평잔_CA_해외_6M has 5999 (> 99.9%) zeros | Zeros |
평잔_카드론_6M has 5581 (93.0%) zeros | Zeros |
인입횟수_ARS_R6M has 176 (2.9%) zeros | Zeros |
이용메뉴건수_ARS_R6M has 173 (2.9%) zeros | Zeros |
인입일수_ARS_R6M has 4252 (70.9%) zeros | Zeros |
인입월수_ARS_R6M has 4310 (71.8%) zeros | Zeros |
인입후경과월_ARS has 4713 (78.5%) zeros | Zeros |
인입횟수_ARS_B0M has 5633 (93.9%) zeros | Zeros |
이용메뉴건수_ARS_B0M has 5638 (94.0%) zeros | Zeros |
인입일수_ARS_B0M has 5634 (93.9%) zeros | Zeros |
방문횟수_PC_R6M has 167 (2.8%) zeros | Zeros |
방문일수_PC_R6M has 230 (3.8%) zeros | Zeros |
방문월수_PC_R6M has 5202 (86.7%) zeros | Zeros |
방문후경과월_PC_R6M has 392 (6.5%) zeros | Zeros |
방문횟수_앱_R6M has 230 (3.8%) zeros | Zeros |
방문일수_앱_R6M has 4699 (78.3%) zeros | Zeros |
방문월수_앱_R6M has 4673 (77.9%) zeros | Zeros |
방문후경과월_앱_R6M has 1028 (17.1%) zeros | Zeros |
방문횟수_모바일웹_R6M has 5894 (98.2%) zeros | Zeros |
방문일수_모바일웹_R6M has 5895 (98.2%) zeros | Zeros |
방문월수_모바일웹_R6M has 5887 (98.1%) zeros | Zeros |
방문횟수_PC_B0M has 5635 (93.9%) zeros | Zeros |
방문일수_PC_B0M has 5635 (93.9%) zeros | Zeros |
방문횟수_앱_B0M has 5002 (83.4%) zeros | Zeros |
방문일수_앱_B0M has 5000 (83.3%) zeros | Zeros |
방문횟수_모바일웹_B0M has 5999 (> 99.9%) zeros | Zeros |
인입횟수_IB_R6M has 4401 (73.4%) zeros | Zeros |
인입일수_IB_R6M has 4413 (73.6%) zeros | Zeros |
인입월수_IB_R6M has 4408 (73.5%) zeros | Zeros |
이용메뉴건수_IB_R6M has 4416 (73.6%) zeros | Zeros |
인입후경과월_IB_R6M has 270 (4.5%) zeros | Zeros |
인입횟수_IB_B0M has 5735 (95.6%) zeros | Zeros |
인입일수_IB_B0M has 5790 (96.5%) zeros | Zeros |
이용메뉴건수_IB_B0M has 5816 (96.9%) zeros | Zeros |
상담건수_B0M has 5734 (95.6%) zeros | Zeros |
IB문의건수_사용승인내역_B0M has 5999 (> 99.9%) zeros | Zeros |
IB문의건수_선결제_B0M has 5985 (99.8%) zeros | Zeros |
IB문의건수_CS_B0M has 5999 (> 99.9%) zeros | Zeros |
상담건수_R6M has 4336 (72.3%) zeros | Zeros |
IB문의건수_사용승인내역_R6M has 5683 (94.7%) zeros | Zeros |
IB문의건수_한도_R6M has 5979 (99.7%) zeros | Zeros |
IB문의건수_선결제_R6M has 5689 (94.8%) zeros | Zeros |
IB문의건수_결제_R6M has 5987 (99.8%) zeros | Zeros |
IB문의건수_정보변경_R6M has 5887 (98.1%) zeros | Zeros |
IB문의건수_결제일변경_R6M has 5944 (99.1%) zeros | Zeros |
IB문의건수_SMS_R6M has 5995 (99.9%) zeros | Zeros |
IB문의건수_카드발급_R6M has 5928 (98.8%) zeros | Zeros |
IB문의건수_BL_R6M has 5997 (> 99.9%) zeros | Zeros |
IB문의건수_분실도난_R6M has 5967 (99.5%) zeros | Zeros |
IB문의건수_CA_R6M has 5999 (> 99.9%) zeros | Zeros |
IB문의건수_CL_RV_R6M has 5914 (98.6%) zeros | Zeros |
IB문의건수_CS_R6M has 5987 (99.8%) zeros | Zeros |
불만제기후경과월_R12M has 2838 (47.3%) zeros | Zeros |
당사멤버쉽_방문횟수_B0M has 5668 (94.5%) zeros | Zeros |
당사멤버쉽_방문횟수_R6M has 5071 (84.5%) zeros | Zeros |
당사멤버쉽_방문월수_R6M has 5034 (83.9%) zeros | Zeros |
OS구분코드 has 1374 (22.9%) zeros | Zeros |
홈페이지_금융건수_R6M has 5278 (88.0%) zeros | Zeros |
홈페이지_선결제건수_R6M has 5292 (88.2%) zeros | Zeros |
홈페이지_금융건수_R3M has 5391 (89.8%) zeros | Zeros |
홈페이지_선결제건수_R3M has 5419 (90.3%) zeros | Zeros |
컨택건수_카드론_TM_B0M has 5701 (95.0%) zeros | Zeros |
컨택건수_이용유도_TM_B0M has 5843 (97.4%) zeros | Zeros |
컨택건수_보험_TM_B0M has 5919 (98.7%) zeros | Zeros |
컨택건수_카드론_LMS_B0M has 5987 (99.8%) zeros | Zeros |
컨택건수_이용유도_LMS_B0M has 4050 (67.5%) zeros | Zeros |
컨택건수_이용유도_EM_B0M has 4097 (68.3%) zeros | Zeros |
컨택건수_CA_청구서_B0M has 5999 (> 99.9%) zeros | Zeros |
컨택건수_이용유도_청구서_B0M has 4153 (69.2%) zeros | Zeros |
컨택건수_이용유도_인터넷_B0M has 4847 (80.8%) zeros | Zeros |
컨택건수_카드론_TM_R6M has 4563 (76.0%) zeros | Zeros |
컨택건수_CA_TM_R6M has 5996 (99.9%) zeros | Zeros |
컨택건수_리볼빙_TM_R6M has 5874 (97.9%) zeros | Zeros |
컨택건수_이용유도_TM_R6M has 3855 (64.2%) zeros | Zeros |
컨택건수_신용발급_TM_R6M has 5958 (99.3%) zeros | Zeros |
컨택건수_부대서비스_TM_R6M has 5856 (97.6%) zeros | Zeros |
컨택건수_포인트소진_TM_R6M has 5953 (99.2%) zeros | Zeros |
컨택건수_보험_TM_R6M has 4423 (73.7%) zeros | Zeros |
컨택건수_카드론_LMS_R6M has 5457 (91.0%) zeros | Zeros |
컨택건수_CA_LMS_R6M has 5164 (86.1%) zeros | Zeros |
컨택건수_리볼빙_LMS_R6M has 5987 (99.8%) zeros | Zeros |
컨택건수_이용유도_LMS_R6M has 2773 (46.2%) zeros | Zeros |
컨택건수_카드론_EM_R6M has 5931 (98.9%) zeros | Zeros |
컨택건수_이용유도_EM_R6M has 1568 (26.1%) zeros | Zeros |
컨택건수_카드론_청구서_R6M has 5742 (95.7%) zeros | Zeros |
컨택건수_CA_청구서_R6M has 5398 (90.0%) zeros | Zeros |
컨택건수_이용유도_청구서_R6M has 2754 (45.9%) zeros | Zeros |
컨택건수_이용유도_인터넷_R6M has 1953 (32.6%) zeros | Zeros |
컨택건수_이용유도_당사앱_R6M has 5999 (> 99.9%) zeros | Zeros |
컨택건수_채권_B0M has 5965 (99.4%) zeros | Zeros |
컨택건수_채권_R6M has 5676 (94.6%) zeros | Zeros |
캠페인접촉건수_R12M has 323 (5.4%) zeros | Zeros |
캠페인접촉일수_R12M has 327 (5.5%) zeros | Zeros |
증감율_이용건수_신용_전월 has 2017 (33.6%) zeros | Zeros |
증감율_이용건수_신판_전월 has 2023 (33.7%) zeros | Zeros |
증감율_이용건수_일시불_전월 has 2035 (33.9%) zeros | Zeros |
증감율_이용건수_할부_전월 has 5521 (92.0%) zeros | Zeros |
증감율_이용건수_CA_전월 has 5949 (99.2%) zeros | Zeros |
증감율_이용건수_체크_전월 has 5056 (84.3%) zeros | Zeros |
증감율_이용건수_카드론_전월 has 5988 (99.8%) zeros | Zeros |
증감율_이용금액_할부_전월 has 5202 (86.7%) zeros | Zeros |
증감율_이용금액_CA_전월 has 5830 (97.2%) zeros | Zeros |
증감율_이용금액_체크_전월 has 5115 (85.2%) zeros | Zeros |
증감율_이용금액_카드론_전월 has 5988 (99.8%) zeros | Zeros |
증감율_이용건수_신용_분기 has 1298 (21.6%) zeros | Zeros |
증감율_이용건수_신판_분기 has 1316 (21.9%) zeros | Zeros |
증감율_이용건수_일시불_분기 has 1341 (22.4%) zeros | Zeros |
증감율_이용건수_할부_분기 has 4498 (75.0%) zeros | Zeros |
증감율_이용건수_CA_분기 has 5659 (94.3%) zeros | Zeros |
증감율_이용건수_체크_분기 has 4912 (81.9%) zeros | Zeros |
증감율_이용건수_카드론_분기 has 5876 (97.9%) zeros | Zeros |
증감율_이용금액_신용_분기 has 1105 (18.4%) zeros | Zeros |
증감율_이용금액_신판_분기 has 1136 (18.9%) zeros | Zeros |
증감율_이용금액_일시불_분기 has 1153 (19.2%) zeros | Zeros |
증감율_이용금액_할부_분기 has 4150 (69.2%) zeros | Zeros |
증감율_이용금액_CA_분기 has 5466 (91.1%) zeros | Zeros |
증감율_이용금액_체크_분기 has 4911 (81.8%) zeros | Zeros |
증감율_이용금액_카드론_분기 has 5874 (97.9%) zeros | Zeros |
잔액_신판평균한도소진율_r6m has 1444 (24.1%) zeros | Zeros |
잔액_신판최대한도소진율_r6m has 1110 (18.5%) zeros | Zeros |
잔액_신판평균한도소진율_r3m has 1399 (23.3%) zeros | Zeros |
잔액_신판최대한도소진율_r3m has 1331 (22.2%) zeros | Zeros |
잔액_신판ca평균한도소진율_r6m has 1369 (22.8%) zeros | Zeros |
잔액_신판ca최대한도소진율_r6m has 1037 (17.3%) zeros | Zeros |
잔액_신판ca평균한도소진율_r3m has 1318 (22.0%) zeros | Zeros |
잔액_신판ca최대한도소진율_r3m has 1220 (20.3%) zeros | Zeros |
변동률_일시불평잔 has 578 (9.6%) zeros | Zeros |
변동률_RV일시불평잔 has 341 (5.7%) zeros | Zeros |
변동률_할부평잔 has 728 (12.1%) zeros | Zeros |
변동률_CA평잔 has 503 (8.4%) zeros | Zeros |
변동률_RVCA평잔 has 341 (5.7%) zeros | Zeros |
변동률_카드론평잔 has 358 (6.0%) zeros | Zeros |
변동률_잔액_B1M has 1536 (25.6%) zeros | Zeros |
변동률_잔액_일시불_B1M has 1808 (30.1%) zeros | Zeros |
변동률_잔액_CA_B1M has 5797 (96.6%) zeros | Zeros |
혜택수혜율_R3M has 1927 (32.1%) zeros | Zeros |
혜택수혜율_B0M has 2109 (35.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-09 02:29:10.112077 |
|---|---|
| Analysis finished | 2025-04-09 02:29:14.297638 |
| Duration | 4.19 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
기준년월
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201809.5 |
| Minimum | 201807 |
|---|---|
| Maximum | 201812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 201807 |
|---|---|
| 5-th percentile | 201807 |
| Q1 | 201808 |
| median | 201809.5 |
| Q3 | 201811 |
| 95-th percentile | 201812 |
| Maximum | 201812 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.707967464 |
|---|---|
| Coefficient of variation (CV) | 8.463265923 × 10-6 |
| Kurtosis | -1.268628539 |
| Mean | 201809.5 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0 |
| Sum | 1210857000 |
| Variance | 2.917152859 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 201807 | 1000 | |
| 201808 | 1000 | |
| 201809 | 1000 | |
| 201810 | 1000 | |
| 201811 | 1000 | |
| 201812 | 1000 |
| Value | Count | Frequency (%) |
| 201807 | 1000 | |
| 201808 | 1000 | |
| 201809 | 1000 | |
| 201810 | 1000 | |
| 201811 | 1000 |
| Value | Count | Frequency (%) |
| 201812 | 1000 | |
| 201811 | 1000 | |
| 201810 | 1000 | |
| 201809 | 1000 | |
| 201808 | 1000 |
남녀구분코드
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.469 |
| Minimum | 1 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4990796664 |
|---|---|
| Coefficient of variation (CV) | 0.3397410935 |
| Kurtosis | -1.985218796 |
| Mean | 1.469 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.124270087 |
| Sum | 8814 |
| Variance | 0.2490805134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3186 | |
| 2 | 2814 |
| Value | Count | Frequency (%) |
| 1 | 3186 | |
| 2 | 2814 |
| Value | Count | Frequency (%) |
| 2 | 2814 | |
| 1 | 3186 |
연령
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.104 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 468 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.202258252 |
|---|---|
| Coefficient of variation (CV) | 0.5714155189 |
| Kurtosis | -0.4615510973 |
| Mean | 2.104 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2625230903 |
| Sum | 12624 |
| Variance | 1.445424904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1836 | |
| 1 | 1542 | |
| 3 | 1368 | |
| 4 | 624 | 10.4% |
| 0 | 468 | 7.8% |
| 5 | 162 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 468 | 7.8% |
| 1 | 1542 | |
| 2 | 1836 | |
| 3 | 1368 | |
| 4 | 624 | 10.4% |
| Value | Count | Frequency (%) |
| 5 | 162 | 2.7% |
| 4 | 624 | 10.4% |
| 3 | 1368 | |
| 2 | 1836 | |
| 1 | 1542 |
회원여부_이용가능
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9588333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 247 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1986921035 |
|---|---|
| Coefficient of variation (CV) | 0.2072227743 |
| Kurtosis | 19.35155446 |
| Mean | 0.9588333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.620076196 |
| Sum | 5753 |
| Variance | 0.03947855198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5753 | |
| 0 | 247 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 247 | 4.1% |
| 1 | 5753 |
| Value | Count | Frequency (%) |
| 1 | 5753 | |
| 0 | 247 | 4.1% |
회원여부_이용가능_CA
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8951666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 629 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3063640787 |
|---|---|
| Coefficient of variation (CV) | 0.3422425009 |
| Kurtosis | 4.66094417 |
| Mean | 0.8951666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.580579515 |
| Sum | 5371 |
| Variance | 0.09385894871 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5371 | |
| 0 | 629 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 629 | 10.5% |
| 1 | 5371 |
| Value | Count | Frequency (%) |
| 1 | 5371 | |
| 0 | 629 | 10.5% |
회원여부_이용가능_카드론
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6356666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2186 |
| Zeros (%) | 36.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4812828286 |
|---|---|
| Coefficient of variation (CV) | 0.7571308263 |
| Kurtosis | -1.682511135 |
| Mean | 0.6356666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.5639590524 |
| Sum | 3814 |
| Variance | 0.2316331611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3814 | |
| 0 | 2186 |
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 3814 |
| Value | Count | Frequency (%) |
| 1 | 3814 | |
| 0 | 2186 |
소지여부_신용
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9835 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 99 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1273988033 |
|---|---|
| Coefficient of variation (CV) | 0.1295361497 |
| Kurtosis | 55.67021828 |
| Mean | 0.9835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.592869132 |
| Sum | 5901 |
| Variance | 0.01623045508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5901 | |
| 0 | 99 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 99 | 1.7% |
| 1 | 5901 |
| Value | Count | Frequency (%) |
| 1 | 5901 | |
| 0 | 99 | 1.7% |
소지카드수_유효_신용
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.247333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 91 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5533629827 |
|---|---|
| Coefficient of variation (CV) | 0.4436368114 |
| Kurtosis | 2.530554671 |
| Mean | 1.247333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.618039589 |
| Sum | 7484 |
| Variance | 0.3062105907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4603 | |
| 2 | 1037 | 17.3% |
| 3 | 269 | 4.5% |
| 0 | 91 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 91 | 1.5% |
| 1 | 4603 | |
| 2 | 1037 | 17.3% |
| 3 | 269 | 4.5% |
| Value | Count | Frequency (%) |
| 3 | 269 | 4.5% |
| 2 | 1037 | 17.3% |
| 1 | 4603 | |
| 0 | 91 | 1.5% |
소지카드수_이용가능_신용
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.169333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 441 |
| Zeros (%) | 7.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.603920808 |
|---|---|
| Coefficient of variation (CV) | 0.5164659133 |
| Kurtosis | 1.885970315 |
| Mean | 1.169333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9549346435 |
| Sum | 7016 |
| Variance | 0.3647203423 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4333 | |
| 2 | 995 | 16.6% |
| 0 | 441 | 7.3% |
| 3 | 231 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 441 | 7.3% |
| 1 | 4333 | |
| 2 | 995 | 16.6% |
| 3 | 231 | 3.9% |
| Value | Count | Frequency (%) |
| 3 | 231 | 3.9% |
| 2 | 995 | 16.6% |
| 1 | 4333 | |
| 0 | 441 | 7.3% |
입회일자_신용
Real number (ℝ)
| Distinct | 240 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20117253.7 |
| Minimum | 19930601 |
|---|---|
| Maximum | 20180601 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 19930601 |
|---|---|
| 5-th percentile | 19980201 |
| Q1 | 20090301 |
| median | 20131201 |
| Q3 | 20170501 |
| 95-th percentile | 20180601 |
| Maximum | 20180601 |
| Range | 250000 |
| Interquartile range (IQR) | 80200 |
Descriptive statistics
| Standard deviation | 63801.48455 |
|---|---|
| Coefficient of variation (CV) | 0.003171480834 |
| Kurtosis | 0.252284955 |
| Mean | 20117253.7 |
| Median Absolute Deviation (MAD) | 39500 |
| Skewness | -1.110444771 |
| Sum | 1.207035222 × 1011 |
| Variance | 4070629431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20180601 | 738 | 12.3% |
| 20160901 | 96 | 1.6% |
| 20170801 | 78 | 1.3% |
| 20180501 | 72 | 1.2% |
| 20170501 | 72 | 1.2% |
| 20121201 | 72 | 1.2% |
| 20171101 | 66 | 1.1% |
| 20171201 | 66 | 1.1% |
| 20130501 | 66 | 1.1% |
| 20180401 | 66 | 1.1% |
| Other values (230) | 4608 |
| Value | Count | Frequency (%) |
| 19930601 | 6 | |
| 19930901 | 6 | |
| 19940201 | 6 | |
| 19940501 | 6 | |
| 19940601 | 6 |
| Value | Count | Frequency (%) |
| 20180601 | 738 | |
| 20180501 | 72 | 1.2% |
| 20180401 | 66 | 1.1% |
| 20180301 | 60 | 1.0% |
| 20180201 | 48 | 0.8% |
입회경과개월수_신용
Real number (ℝ)
| Distinct | 303 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.88633333 |
| Minimum | 2 |
|---|---|
| Maximum | 306 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 18 |
| median | 59 |
| Q3 | 115 |
| 95-th percentile | 248 |
| Maximum | 306 |
| Range | 304 |
| Interquartile range (IQR) | 97 |
Descriptive statistics
| Standard deviation | 76.47850836 |
|---|---|
| Coefficient of variation (CV) | 0.9573415773 |
| Kurtosis | 0.239910244 |
| Mean | 79.88633333 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 1.111523258 |
| Sum | 479318 |
| Variance | 5848.96224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 287 | 4.8% |
| 5 | 156 | 2.6% |
| 4 | 146 | 2.4% |
| 3 | 135 | 2.2% |
| 2 | 123 | 2.1% |
| 16 | 67 | 1.1% |
| 12 | 64 | 1.1% |
| 13 | 63 | 1.1% |
| 15 | 60 | 1.0% |
| 14 | 60 | 1.0% |
| Other values (293) | 4839 |
| Value | Count | Frequency (%) |
| 2 | 123 | |
| 3 | 135 | |
| 4 | 146 | |
| 5 | 156 | |
| 6 | 287 |
| Value | Count | Frequency (%) |
| 306 | 2 | |
| 305 | 1 | < 0.1% |
| 304 | 1 | < 0.1% |
| 303 | 3 | |
| 302 | 2 |
회원여부_연체
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02183333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5869 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1461512878 |
|---|---|
| Coefficient of variation (CV) | 6.693952112 |
| Kurtosis | 40.85888835 |
| Mean | 0.02183333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.54562975 |
| Sum | 131 |
| Variance | 0.02136019892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5869 | |
| 1 | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 5869 | |
| 1 | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 131 | 2.2% |
| 0 | 5869 |
이용거절여부_카드론
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1941666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4835 |
| Zeros (%) | 80.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3955907661 |
|---|---|
| Coefficient of variation (CV) | 2.037377336 |
| Kurtosis | 0.3924928227 |
| Mean | 0.1941666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.546726253 |
| Sum | 1165 |
| Variance | 0.1564920542 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4835 | |
| 1 | 1165 | 19.4% |
| Value | Count | Frequency (%) |
| 0 | 4835 | |
| 1 | 1165 | 19.4% |
| Value | Count | Frequency (%) |
| 1 | 1165 | 19.4% |
| 0 | 4835 |
동의여부_한도증액안내
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09183333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5449 |
| Zeros (%) | 90.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2888146024 |
|---|---|
| Coefficient of variation (CV) | 3.144986596 |
| Kurtosis | 5.996407341 |
| Mean | 0.09183333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.827438532 |
| Sum | 551 |
| Variance | 0.08341387453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5449 | |
| 1 | 551 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 5449 | |
| 1 | 551 | 9.2% |
| Value | Count | Frequency (%) |
| 1 | 551 | 9.2% |
| 0 | 5449 |
수신거부여부_TM
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3675 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 3795 |
| Zeros (%) | 63.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.482164388 |
|---|---|
| Coefficient of variation (CV) | 1.31201194 |
| Kurtosis | -1.698298982 |
| Mean | 0.3675 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5497883489 |
| Sum | 2205 |
| Variance | 0.2324824971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3795 | |
| 1 | 2205 |
| Value | Count | Frequency (%) |
| 0 | 3795 | |
| 1 | 2205 |
| Value | Count | Frequency (%) |
| 1 | 2205 | |
| 0 | 3795 |
수신거부여부_DM
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3168333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4099 |
| Zeros (%) | 68.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4652806177 |
|---|---|
| Coefficient of variation (CV) | 1.468534301 |
| Kurtosis | -1.380144806 |
| Mean | 0.3168333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7876010115 |
| Sum | 1901 |
| Variance | 0.2164860532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4099 | |
| 1 | 1901 |
| Value | Count | Frequency (%) |
| 0 | 4099 | |
| 1 | 1901 |
| Value | Count | Frequency (%) |
| 1 | 1901 | |
| 0 | 4099 |
수신거부여부_메일
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3231666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4061 |
| Zeros (%) | 67.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4677247409 |
|---|---|
| Coefficient of variation (CV) | 1.447317404 |
| Kurtosis | -1.428343025 |
| Mean | 0.3231666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7563948705 |
| Sum | 1939 |
| Variance | 0.2187664333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4061 | |
| 1 | 1939 |
| Value | Count | Frequency (%) |
| 0 | 4061 | |
| 1 | 1939 |
| Value | Count | Frequency (%) |
| 1 | 1939 | |
| 0 | 4061 |
수신거부여부_SMS
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 3720 |
| Zeros (%) | 62.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4854268979 |
|---|---|
| Coefficient of variation (CV) | 1.277439205 |
| Kurtosis | -1.75598097 |
| Mean | 0.38 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4945750384 |
| Sum | 2280 |
| Variance | 0.2356392732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3720 | |
| 1 | 2280 |
| Value | Count | Frequency (%) |
| 0 | 3720 | |
| 1 | 2280 |
| Value | Count | Frequency (%) |
| 1 | 2280 | |
| 0 | 3720 |
가입통신회사코드
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.566833333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1286 |
| Zeros (%) | 21.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.003012618 |
|---|---|
| Coefficient of variation (CV) | 0.6401527185 |
| Kurtosis | -0.9986011302 |
| Mean | 1.566833333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3279589164 |
| Sum | 9401 |
| Variance | 1.006034311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2697 | |
| 0 | 1286 | |
| 1 | 1022 | 17.0% |
| 3 | 995 | 16.6% |
| Value | Count | Frequency (%) |
| 0 | 1286 | |
| 1 | 1022 | 17.0% |
| 2 | 2697 | |
| 3 | 995 | 16.6% |
| Value | Count | Frequency (%) |
| 3 | 995 | 16.6% |
| 2 | 2697 | |
| 1 | 1022 | 17.0% |
| 0 | 1286 |
탈회횟수_누적
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5056666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 3544 |
| Zeros (%) | 59.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6653633145 |
|---|---|
| Coefficient of variation (CV) | 1.31581407 |
| Kurtosis | -0.2549573152 |
| Mean | 0.5056666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9608615678 |
| Sum | 3034 |
| Variance | 0.4427083403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 1878 | |
| 2 | 578 | 9.6% |
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 1878 | |
| 2 | 578 | 9.6% |
| Value | Count | Frequency (%) |
| 2 | 578 | 9.6% |
| 1 | 1878 | |
| 0 | 3544 |
최종탈회후경과월
Real number (ℝ)
Zeros 
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.03933333 |
| Minimum | 0 |
|---|---|
| Maximum | 115 |
| Zeros | 3560 |
| Zeros (%) | 59.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 48 |
| 95-th percentile | 105 |
| Maximum | 115 |
| Range | 115 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 38.27326212 |
|---|---|
| Coefficient of variation (CV) | 1.41546619 |
| Kurtosis | -0.2692266858 |
| Mean | 27.03933333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.098157472 |
| Sum | 162236 |
| Variance | 1464.842593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3560 | |
| 47 | 185 | 3.1% |
| 46 | 183 | 3.0% |
| 48 | 178 | 3.0% |
| 45 | 152 | 2.5% |
| 49 | 145 | 2.4% |
| 104 | 113 | 1.9% |
| 103 | 113 | 1.9% |
| 105 | 108 | 1.8% |
| 102 | 101 | 1.7% |
| Other values (46) | 1162 | 19.4% |
| Value | Count | Frequency (%) |
| 0 | 3560 | |
| 1 | 15 | 0.2% |
| 2 | 14 | 0.2% |
| 3 | 13 | 0.2% |
| 4 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 115 | 1 | < 0.1% |
| 114 | 2 | < 0.1% |
| 113 | 4 | |
| 112 | 6 | |
| 111 | 9 |
탈회횟수_발급6개월이내
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04366666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5738 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.204369396 |
|---|---|
| Coefficient of variation (CV) | 4.680215176 |
| Kurtosis | 17.96238887 |
| Mean | 0.04366666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.467258837 |
| Sum | 262 |
| Variance | 0.04176685003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5738 | |
| 1 | 262 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 5738 | |
| 1 | 262 | 4.4% |
| Value | Count | Frequency (%) |
| 1 | 262 | 4.4% |
| 0 | 5738 |
탈회횟수_발급1년이내
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06683333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5599 |
| Zeros (%) | 93.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.249753949 |
|---|---|
| Coefficient of variation (CV) | 3.736966819 |
| Kurtosis | 10.04358098 |
| Mean | 0.06683333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.469903922 |
| Sum | 401 |
| Variance | 0.06237703506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5599 | |
| 1 | 401 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 5599 | |
| 1 | 401 | 6.7% |
| Value | Count | Frequency (%) |
| 1 | 401 | 6.7% |
| 0 | 5599 |
거주시도명
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.208833333 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 28 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 15 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.241487987 |
|---|---|
| Coefficient of variation (CV) | 0.6831376781 |
| Kurtosis | -0.5871076467 |
| Mean | 6.208833333 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.3133948191 |
| Sum | 37253 |
| Variance | 17.99022034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 1801 | |
| 1 | 1620 | |
| 11 | 452 | 7.5% |
| 6 | 366 | 6.1% |
| 7 | 303 | 5.1% |
| 16 | 271 | 4.5% |
| 10 | 228 | 3.8% |
| 3 | 212 | 3.5% |
| 2 | 207 | 3.5% |
| 5 | 167 | 2.8% |
| Other values (7) | 373 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.5% |
| 1 | 1620 | |
| 2 | 207 | 3.5% |
| 3 | 212 | 3.5% |
| 4 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 16 | 271 | |
| 15 | 53 | 0.9% |
| 14 | 7 | 0.1% |
| 13 | 29 | 0.5% |
| 12 | 142 |
직장시도명
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.294833333 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 39 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 17 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.237443248 |
|---|---|
| Coefficient of variation (CV) | 0.7179661287 |
| Kurtosis | -0.7928779075 |
| Mean | 7.294833333 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.4281868002 |
| Sum | 43769 |
| Variance | 27.43081177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 1525 | |
| 1 | 1463 | |
| 17 | 615 | |
| 11 | 408 | 6.8% |
| 7 | 302 | 5.0% |
| 6 | 302 | 5.0% |
| 16 | 257 | 4.3% |
| 2 | 208 | 3.5% |
| 3 | 198 | 3.3% |
| 10 | 198 | 3.3% |
| Other values (8) | 524 | 8.7% |
| Value | Count | Frequency (%) |
| 0 | 39 | 0.7% |
| 1 | 1463 | |
| 2 | 208 | 3.5% |
| 3 | 198 | 3.3% |
| 4 | 103 | 1.7% |
| Value | Count | Frequency (%) |
| 17 | 615 | |
| 16 | 257 | |
| 15 | 44 | 0.7% |
| 14 | 8 | 0.1% |
| 13 | 46 | 0.8% |
마케팅동의여부
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8075 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1155 |
| Zeros (%) | 19.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3942964134 |
|---|---|
| Coefficient of variation (CV) | 0.488292772 |
| Kurtosis | 0.4345571675 |
| Mean | 0.8075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.560260371 |
| Sum | 4845 |
| Variance | 0.1554696616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4845 | |
| 0 | 1155 | 19.2% |
| Value | Count | Frequency (%) |
| 0 | 1155 | 19.2% |
| 1 | 4845 |
| Value | Count | Frequency (%) |
| 1 | 4845 | |
| 0 | 1155 | 19.2% |
유효카드수_신용체크
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.082666667 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 77 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.253699133 |
|---|---|
| Coefficient of variation (CV) | 0.6019682136 |
| Kurtosis | 1.294060236 |
| Mean | 2.082666667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.167470818 |
| Sum | 12496 |
| Variance | 1.571761516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2390 | |
| 2 | 1761 | |
| 3 | 925 | 15.4% |
| 4 | 560 | 9.3% |
| 5 | 196 | 3.3% |
| 0 | 77 | 1.3% |
| 6 | 48 | 0.8% |
| 7 | 43 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 77 | 1.3% |
| 1 | 2390 | |
| 2 | 1761 | |
| 3 | 925 | 15.4% |
| 4 | 560 | 9.3% |
| Value | Count | Frequency (%) |
| 7 | 43 | 0.7% |
| 6 | 48 | 0.8% |
| 5 | 196 | 3.3% |
| 4 | 560 | |
| 3 | 925 |
유효카드수_신용
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.525 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 95 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8505854352 |
|---|---|
| Coefficient of variation (CV) | 0.5577609411 |
| Kurtosis | 1.698618312 |
| Mean | 1.525 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.42090639 |
| Sum | 9150 |
| Variance | 0.7234955826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3700 | |
| 2 | 1433 | 23.9% |
| 3 | 523 | 8.7% |
| 4 | 230 | 3.8% |
| 0 | 95 | 1.6% |
| 5 | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 95 | 1.6% |
| 1 | 3700 | |
| 2 | 1433 | 23.9% |
| 3 | 523 | 8.7% |
| 4 | 230 | 3.8% |
| Value | Count | Frequency (%) |
| 5 | 19 | 0.3% |
| 4 | 230 | 3.8% |
| 3 | 523 | 8.7% |
| 2 | 1433 | 23.9% |
| 1 | 3700 |
유효카드수_신용_가족
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5796 |
| Zeros (%) | 96.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2179149249 |
|---|---|
| Coefficient of variation (CV) | 5.587562176 |
| Kurtosis | 40.8083139 |
| Mean | 0.039 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.128400168 |
| Sum | 234 |
| Variance | 0.04748691449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5796 | |
| 1 | 174 | 2.9% |
| 2 | 30 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5796 | |
| 1 | 174 | 2.9% |
| 2 | 30 | 0.5% |
| Value | Count | Frequency (%) |
| 2 | 30 | 0.5% |
| 1 | 174 | 2.9% |
| 0 | 5796 |
유효카드수_체크
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5576666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 3660 |
| Zeros (%) | 61.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8202357507 |
|---|---|
| Coefficient of variation (CV) | 1.470835178 |
| Kurtosis | 1.456427339 |
| Mean | 0.5576666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.46646015 |
| Sum | 3346 |
| Variance | 0.6727866867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3660 | |
| 1 | 1606 | |
| 2 | 462 | 7.7% |
| 3 | 272 | 4.5% |
| Value | Count | Frequency (%) |
| 0 | 3660 | |
| 1 | 1606 | |
| 2 | 462 | 7.7% |
| 3 | 272 | 4.5% |
| Value | Count | Frequency (%) |
| 3 | 272 | 4.5% |
| 2 | 462 | 7.7% |
| 1 | 1606 | |
| 0 | 3660 |
유효카드수_체크_가족
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.01290994449 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1 |
| Variance | 0.0001666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 5999 |
이용가능카드수_신용체크
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.975833333 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 238 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.263137057 |
|---|---|
| Coefficient of variation (CV) | 0.6392933228 |
| Kurtosis | 1.435848269 |
| Mean | 1.975833333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.153477135 |
| Sum | 11855 |
| Variance | 1.595515225 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2437 | |
| 2 | 1714 | |
| 3 | 840 | 14.0% |
| 4 | 508 | 8.5% |
| 0 | 238 | 4.0% |
| 5 | 183 | 3.0% |
| 7 | 43 | 0.7% |
| 6 | 37 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 238 | 4.0% |
| 1 | 2437 | |
| 2 | 1714 | |
| 3 | 840 | 14.0% |
| 4 | 508 | 8.5% |
| Value | Count | Frequency (%) |
| 7 | 43 | 0.7% |
| 6 | 37 | 0.6% |
| 5 | 183 | 3.0% |
| 4 | 508 | |
| 3 | 840 |
이용가능카드수_신용
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.421166667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 382 |
| Zeros (%) | 6.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8744023114 |
|---|---|
| Coefficient of variation (CV) | 0.6152707715 |
| Kurtosis | 1.730118378 |
| Mean | 1.421166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.248959595 |
| Sum | 8527 |
| Variance | 0.7645794021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3632 | |
| 2 | 1303 | 21.7% |
| 3 | 460 | 7.7% |
| 0 | 382 | 6.4% |
| 4 | 206 | 3.4% |
| 5 | 17 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 382 | 6.4% |
| 1 | 3632 | |
| 2 | 1303 | 21.7% |
| 3 | 460 | 7.7% |
| 4 | 206 | 3.4% |
| Value | Count | Frequency (%) |
| 5 | 17 | 0.3% |
| 4 | 206 | 3.4% |
| 3 | 460 | 7.7% |
| 2 | 1303 | 21.7% |
| 1 | 3632 |
이용가능카드수_신용_가족
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5797 |
| Zeros (%) | 96.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2175619324 |
|---|---|
| Coefficient of variation (CV) | 5.602453194 |
| Kurtosis | 41.0486527 |
| Mean | 0.03883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.146205424 |
| Sum | 233 |
| Variance | 0.04733319442 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5797 | |
| 1 | 173 | 2.9% |
| 2 | 30 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5797 | |
| 1 | 173 | 2.9% |
| 2 | 30 | 0.5% |
| Value | Count | Frequency (%) |
| 2 | 30 | 0.5% |
| 1 | 173 | 2.9% |
| 0 | 5797 |
이용가능카드수_체크
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5546666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 3668 |
| Zeros (%) | 61.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8177956268 |
|---|---|
| Coefficient of variation (CV) | 1.474391154 |
| Kurtosis | 1.485417516 |
| Mean | 0.5546666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.473201438 |
| Sum | 3328 |
| Variance | 0.6687896872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3668 | |
| 1 | 1605 | |
| 2 | 458 | 7.6% |
| 3 | 269 | 4.5% |
| Value | Count | Frequency (%) |
| 0 | 3668 | |
| 1 | 1605 | |
| 2 | 458 | 7.6% |
| 3 | 269 | 4.5% |
| Value | Count | Frequency (%) |
| 3 | 269 | 4.5% |
| 2 | 458 | 7.6% |
| 1 | 1605 | |
| 0 | 3668 |
이용가능카드수_체크_가족
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.01290994449 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1 |
| Variance | 0.0001666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 5999 |
이용카드수_신용체크
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3625 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1000 |
| Zeros (%) | 16.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9996300783 |
|---|---|
| Coefficient of variation (CV) | 0.7336734519 |
| Kurtosis | 0.9944625152 |
| Mean | 1.3625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.8897822135 |
| Sum | 8175 |
| Variance | 0.9992602934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2823 | |
| 2 | 1436 | |
| 0 | 1000 | 16.7% |
| 3 | 532 | 8.9% |
| 4 | 162 | 2.7% |
| 5 | 46 | 0.8% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1000 | 16.7% |
| 1 | 2823 | |
| 2 | 1436 | |
| 3 | 532 | 8.9% |
| 4 | 162 | 2.7% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 46 | 0.8% |
| 4 | 162 | 2.7% |
| 3 | 532 | 8.9% |
| 2 | 1436 |
이용카드수_신용
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.194333333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 1138 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.875230766 |
|---|---|
| Coefficient of variation (CV) | 0.7328195082 |
| Kurtosis | 0.8883446377 |
| Mean | 1.194333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.815490347 |
| Sum | 7166 |
| Variance | 0.7660288937 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3132 | |
| 2 | 1272 | |
| 0 | 1138 | 19.0% |
| 3 | 342 | 5.7% |
| 4 | 116 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 1138 | 19.0% |
| 1 | 3132 | |
| 2 | 1272 | |
| 3 | 342 | 5.7% |
| 4 | 116 | 1.9% |
| Value | Count | Frequency (%) |
| 4 | 116 | 1.9% |
| 3 | 342 | 5.7% |
| 2 | 1272 | |
| 1 | 3132 | |
| 0 | 1138 | 19.0% |
이용카드수_신용_가족
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03383333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5821 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2017310622 |
|---|---|
| Coefficient of variation (CV) | 5.962494449 |
| Kurtosis | 46.74498593 |
| Mean | 0.03383333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.540148649 |
| Sum | 203 |
| Variance | 0.04069542146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5821 | |
| 1 | 155 | 2.6% |
| 2 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5821 | |
| 1 | 155 | 2.6% |
| 2 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 2 | 24 | 0.4% |
| 1 | 155 | 2.6% |
| 0 | 5821 |
이용카드수_체크
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1681666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5015 |
| Zeros (%) | 83.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3845923696 |
|---|---|
| Coefficient of variation (CV) | 2.286971474 |
| Kurtosis | 2.599539734 |
| Mean | 0.1681666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.983957521 |
| Sum | 1009 |
| Variance | 0.1479112908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5015 | |
| 1 | 961 | 16.0% |
| 2 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5015 | |
| 1 | 961 | 16.0% |
| 2 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 2 | 24 | 0.4% |
| 1 | 961 | 16.0% |
| 0 | 5015 |
이용금액_R3M_신용체크
Real number (ℝ)
Zeros 
| Distinct | 4687 |
|---|---|
| Distinct (%) | 78.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17446.16017 |
| Minimum | -5551 |
|---|---|
| Maximum | 168108 |
| Zeros | 1038 |
| Zeros (%) | 17.3% |
| Negative | 307 |
| Negative (%) | 5.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -5551 |
|---|---|
| 5-th percentile | -40.35 |
| Q1 | 881 |
| median | 8523.5 |
| Q3 | 21355.75 |
| 95-th percentile | 71611.6 |
| Maximum | 168108 |
| Range | 173659 |
| Interquartile range (IQR) | 20474.75 |
Descriptive statistics
| Standard deviation | 24611.16908 |
|---|---|
| Coefficient of variation (CV) | 1.410692602 |
| Kurtosis | 5.878529689 |
| Mean | 17446.16017 |
| Median Absolute Deviation (MAD) | 8523.5 |
| Skewness | 2.281799207 |
| Sum | 104676961 |
| Variance | 605709643.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1038 | 17.3% |
| 6643 | 3 | 0.1% |
| 4422 | 3 | 0.1% |
| 6271 | 3 | 0.1% |
| 1545 | 3 | 0.1% |
| 6887 | 3 | 0.1% |
| 1953 | 3 | 0.1% |
| 17010 | 3 | 0.1% |
| 5830 | 3 | 0.1% |
| 6911 | 3 | 0.1% |
| Other values (4677) | 4935 |
| Value | Count | Frequency (%) |
| -5551 | 1 | |
| -4335 | 1 | |
| -4326 | 1 | |
| -4107 | 1 | |
| -3971 | 1 |
| Value | Count | Frequency (%) |
| 168108 | 1 | |
| 167542 | 1 | |
| 163886 | 1 | |
| 161247 | 1 | |
| 156797 | 1 |
이용금액_R3M_신용
Real number (ℝ)
Zeros 
| Distinct | 4553 |
|---|---|
| Distinct (%) | 75.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15533.15033 |
| Minimum | -5551 |
|---|---|
| Maximum | 143232 |
| Zeros | 1156 |
| Zeros (%) | 19.3% |
| Negative | 385 |
| Negative (%) | 6.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -5551 |
|---|---|
| 5-th percentile | -467.15 |
| Q1 | 0 |
| median | 6973.5 |
| Q3 | 19172.75 |
| 95-th percentile | 68211 |
| Maximum | 143232 |
| Range | 148783 |
| Interquartile range (IQR) | 19172.75 |
Descriptive statistics
| Standard deviation | 22844.23109 |
|---|---|
| Coefficient of variation (CV) | 1.47067598 |
| Kurtosis | 5.692001652 |
| Mean | 15533.15033 |
| Median Absolute Deviation (MAD) | 6973.5 |
| Skewness | 2.301468525 |
| Sum | 93198902 |
| Variance | 521858893.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1156 | 19.3% |
| 6887 | 3 | 0.1% |
| 4422 | 3 | 0.1% |
| 6372 | 3 | 0.1% |
| 6271 | 3 | 0.1% |
| 2212 | 3 | 0.1% |
| 6911 | 3 | 0.1% |
| 6643 | 3 | 0.1% |
| 1953 | 3 | 0.1% |
| 2766 | 3 | 0.1% |
| Other values (4543) | 4817 |
| Value | Count | Frequency (%) |
| -5551 | 1 | |
| -4685 | 1 | |
| -4335 | 1 | |
| -4326 | 1 | |
| -4107 | 1 |
| Value | Count | Frequency (%) |
| 143232 | 1 | |
| 139289 | 1 | |
| 137040 | 1 | |
| 136575 | 1 | |
| 135875 | 1 |
이용금액_R3M_신용_가족
Real number (ℝ)
Zeros 
| Distinct | 183 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 300.5998333 |
| Minimum | 0 |
|---|---|
| Maximum | 19715 |
| Zeros | 5817 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 19715 |
| Range | 19715 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1738.832335 |
|---|---|
| Coefficient of variation (CV) | 5.784541912 |
| Kurtosis | 35.81122199 |
| Mean | 300.5998333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.95129271 |
| Sum | 1803599 |
| Variance | 3023537.888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5817 | |
| 8967 | 2 | < 0.1% |
| 11848 | 1 | < 0.1% |
| 10858 | 1 | < 0.1% |
| 7871 | 1 | < 0.1% |
| 7999 | 1 | < 0.1% |
| 7790 | 1 | < 0.1% |
| 9516 | 1 | < 0.1% |
| 11204 | 1 | < 0.1% |
| 9299 | 1 | < 0.1% |
| Other values (173) | 173 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 5817 | |
| 5634 | 1 | < 0.1% |
| 6620 | 1 | < 0.1% |
| 6903 | 1 | < 0.1% |
| 7001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19715 | 1 | |
| 16992 | 1 | |
| 16099 | 1 | |
| 15384 | 1 | |
| 15105 | 1 |
이용금액_R3M_체크
Real number (ℝ)
Zeros 
| Distinct | 950 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1912.9485 |
| Minimum | 0 |
|---|---|
| Maximum | 96614 |
| Zeros | 5011 |
| Zeros (%) | 83.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8809.5 |
| Maximum | 96614 |
| Range | 96614 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7891.642424 |
|---|---|
| Coefficient of variation (CV) | 4.125381538 |
| Kurtosis | 46.85881709 |
| Mean | 1912.9485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.343576938 |
| Sum | 11477691 |
| Variance | 62278020.15 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5011 | |
| 1656 | 2 | < 0.1% |
| 2913 | 2 | < 0.1% |
| 2251 | 2 | < 0.1% |
| 2071 | 2 | < 0.1% |
| 2589 | 2 | < 0.1% |
| 1920 | 2 | < 0.1% |
| 3025 | 2 | < 0.1% |
| 2244 | 2 | < 0.1% |
| 2721 | 2 | < 0.1% |
| Other values (940) | 971 | 16.2% |
| Value | Count | Frequency (%) |
| 0 | 5011 | |
| 610 | 1 | < 0.1% |
| 681 | 1 | < 0.1% |
| 709 | 1 | < 0.1% |
| 768 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 96614 | 1 | |
| 95997 | 1 | |
| 93305 | 1 | |
| 88027 | 1 | |
| 83966 | 1 |
_1순위카드이용금액
Real number (ℝ)
Zeros 
| Distinct | 4496 |
|---|---|
| Distinct (%) | 74.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11328.099 |
| Minimum | -3607 |
|---|---|
| Maximum | 100190 |
| Zeros | 1156 |
| Zeros (%) | 19.3% |
| Negative | 286 |
| Negative (%) | 4.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -3607 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 197.5 |
| median | 5790 |
| Q3 | 15828 |
| 95-th percentile | 43919 |
| Maximum | 100190 |
| Range | 103797 |
| Interquartile range (IQR) | 15630.5 |
Descriptive statistics
| Standard deviation | 15284.13658 |
|---|---|
| Coefficient of variation (CV) | 1.349223429 |
| Kurtosis | 5.565827719 |
| Mean | 11328.099 |
| Median Absolute Deviation (MAD) | 5790 |
| Skewness | 2.182591734 |
| Sum | 67968594 |
| Variance | 233604830.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1156 | 19.3% |
| 10462 | 4 | 0.1% |
| 1501 | 3 | 0.1% |
| 24035 | 3 | 0.1% |
| 10470 | 3 | 0.1% |
| 1371 | 3 | 0.1% |
| -418 | 3 | 0.1% |
| 2415 | 3 | 0.1% |
| 10201 | 3 | 0.1% |
| 5126 | 3 | 0.1% |
| Other values (4486) | 4816 |
| Value | Count | Frequency (%) |
| -3607 | 1 | |
| -2508 | 1 | |
| -2419 | 1 | |
| -2407 | 1 | |
| -2280 | 1 |
| Value | Count | Frequency (%) |
| 100190 | 1 | |
| 97082 | 1 | |
| 95817 | 1 | |
| 95416 | 1 | |
| 93239 | 1 |
_1순위카드이용건수
Real number (ℝ)
Zeros 
| Distinct | 215 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.76 |
| Minimum | -2 |
|---|---|
| Maximum | 213 |
| Zeros | 163 |
| Zeros (%) | 2.7% |
| Negative | 1269 |
| Negative (%) | 21.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 1 |
| median | 16 |
| Q3 | 58 |
| 95-th percentile | 161 |
| Maximum | 213 |
| Range | 215 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 51.31373029 |
|---|---|
| Coefficient of variation (CV) | 1.32388365 |
| Kurtosis | 1.441643512 |
| Mean | 38.76 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.511275754 |
| Sum | 232560 |
| Variance | 2633.098916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2 | 1105 | 18.4% |
| -1 | 164 | 2.7% |
| 0 | 163 | 2.7% |
| 2 | 156 | 2.6% |
| 3 | 147 | 2.5% |
| 1 | 142 | 2.4% |
| 4 | 132 | 2.2% |
| 5 | 118 | 2.0% |
| 6 | 113 | 1.9% |
| 7 | 98 | 1.6% |
| Other values (205) | 3662 |
| Value | Count | Frequency (%) |
| -2 | 1105 | |
| -1 | 164 | 2.7% |
| 0 | 163 | 2.7% |
| 1 | 142 | 2.4% |
| 2 | 156 | 2.6% |
| Value | Count | Frequency (%) |
| 213 | 1 | < 0.1% |
| 212 | 3 | |
| 211 | 1 | < 0.1% |
| 209 | 2 | |
| 208 | 3 |
_1순위신용체크구분
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0475 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5785 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2618940907 |
|---|---|
| Coefficient of variation (CV) | 5.513559805 |
| Kurtosis | 37.31687959 |
| Mean | 0.0475 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.994258439 |
| Sum | 285 |
| Variance | 0.06858851475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5785 | |
| 1 | 145 | 2.4% |
| 2 | 70 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5785 | |
| 1 | 145 | 2.4% |
| 2 | 70 | 1.2% |
| Value | Count | Frequency (%) |
| 2 | 70 | 1.2% |
| 1 | 145 | 2.4% |
| 0 | 5785 |
_2순위카드이용금액
Real number (ℝ)
Zeros 
| Distinct | 1703 |
|---|---|
| Distinct (%) | 28.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3286.985833 |
| Minimum | -2656 |
|---|---|
| Maximum | 56424 |
| Zeros | 4224 |
| Zeros (%) | 70.4% |
| Negative | 19 |
| Negative (%) | 0.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2656 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3470.75 |
| 95-th percentile | 17989.2 |
| Maximum | 56424 |
| Range | 59080 |
| Interquartile range (IQR) | 3470.75 |
Descriptive statistics
| Standard deviation | 7235.254255 |
|---|---|
| Coefficient of variation (CV) | 2.201182062 |
| Kurtosis | 10.95121298 |
| Mean | 3286.985833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.07787702 |
| Sum | 19721915 |
| Variance | 52348904.13 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4224 | |
| 5709 | 3 | 0.1% |
| 9089 | 3 | 0.1% |
| 11603 | 2 | < 0.1% |
| 17902 | 2 | < 0.1% |
| 11323 | 2 | < 0.1% |
| 9696 | 2 | < 0.1% |
| 9391 | 2 | < 0.1% |
| 10951 | 2 | < 0.1% |
| 2991 | 2 | < 0.1% |
| Other values (1693) | 1756 |
| Value | Count | Frequency (%) |
| -2656 | 1 | |
| -2559 | 1 | |
| -2276 | 1 | |
| -2273 | 1 | |
| -2184 | 1 |
| Value | Count | Frequency (%) |
| 56424 | 1 | |
| 49863 | 1 | |
| 49698 | 1 | |
| 49612 | 1 | |
| 47796 | 1 |
_2순위카드이용건수
Real number (ℝ)
Zeros 
| Distinct | 164 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.152 |
| Minimum | -1 |
|---|---|
| Maximum | 183 |
| Zeros | 4229 |
| Zeros (%) | 70.5% |
| Negative | 25 |
| Negative (%) | 0.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 16 |
| 95-th percentile | 80 |
| Maximum | 183 |
| Range | 184 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 29.3339333 |
|---|---|
| Coefficient of variation (CV) | 2.072776519 |
| Kurtosis | 6.846987435 |
| Mean | 14.152 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.576846578 |
| Sum | 84912 |
| Variance | 860.4796426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4229 | |
| 25 | 39 | 0.7% |
| 28 | 37 | 0.6% |
| 32 | 36 | 0.6% |
| 33 | 35 | 0.6% |
| 27 | 34 | 0.6% |
| 23 | 34 | 0.6% |
| 19 | 33 | 0.5% |
| 40 | 31 | 0.5% |
| 24 | 31 | 0.5% |
| Other values (154) | 1461 | 24.3% |
| Value | Count | Frequency (%) |
| -1 | 25 | 0.4% |
| 0 | 4229 | |
| 1 | 5 | 0.1% |
| 2 | 4 | 0.1% |
| 3 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 183 | 1 | |
| 175 | 1 | |
| 168 | 1 | |
| 167 | 1 | |
| 166 | 1 |
_2순위신용체크구분
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.041833333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 2212 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.8817858186 |
|---|---|
| Coefficient of variation (CV) | 0.8463789652 |
| Kurtosis | -1.709277771 |
| Mean | 1.041833333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.08143406795 |
| Sum | 6251 |
| Variance | 0.7775462299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2463 | |
| 0 | 2212 | |
| 1 | 1325 |
| Value | Count | Frequency (%) |
| 0 | 2212 | |
| 1 | 1325 | |
| 2 | 2463 |
| Value | Count | Frequency (%) |
| 2 | 2463 | |
| 1 | 1325 | |
| 0 | 2212 |
최종유효년월_신용_이용가능
Real number (ℝ)
Missing 
| Distinct | 68 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 454 |
| Missing (%) | 7.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202144.7418 |
| Minimum | 201810 |
|---|---|
| Maximum | 202406 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 201810 |
|---|---|
| 5-th percentile | 201910 |
| Q1 | 202101 |
| median | 202201 |
| Q3 | 202210 |
| 95-th percentile | 202307 |
| Maximum | 202406 |
| Range | 596 |
| Interquartile range (IQR) | 109 |
Descriptive statistics
| Standard deviation | 117.1407439 |
|---|---|
| Coefficient of variation (CV) | 0.0005794894433 |
| Kurtosis | -0.6086825308 |
| Mean | 202144.7418 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | -0.3314079355 |
| Sum | 1121094738 |
| Variance | 13721.95388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202208 | 181 | 3.0% |
| 202210 | 181 | 3.0% |
| 202207 | 167 | 2.8% |
| 202211 | 164 | 2.7% |
| 202204 | 164 | 2.7% |
| 202205 | 162 | 2.7% |
| 202206 | 162 | 2.7% |
| 202209 | 158 | 2.6% |
| 202212 | 158 | 2.6% |
| 202111 | 153 | 2.5% |
| Other values (58) | 3896 | |
| (Missing) | 454 | 7.6% |
| Value | Count | Frequency (%) |
| 201810 | 1 | < 0.1% |
| 201812 | 2 | < 0.1% |
| 201901 | 7 | |
| 201902 | 3 | 0.1% |
| 201903 | 16 |
| Value | Count | Frequency (%) |
| 202406 | 2 | < 0.1% |
| 202405 | 2 | < 0.1% |
| 202404 | 8 | |
| 202403 | 9 | |
| 202402 | 14 |
최종유효년월_신용_이용
Real number (ℝ)
Missing 
| Distinct | 67 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1236 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202145.1348 |
| Minimum | 201811 |
|---|---|
| Maximum | 202406 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 201811 |
|---|---|
| 5-th percentile | 201912 |
| Q1 | 202102 |
| median | 202201 |
| Q3 | 202209 |
| 95-th percentile | 202306 |
| Maximum | 202406 |
| Range | 595 |
| Interquartile range (IQR) | 107 |
Descriptive statistics
| Standard deviation | 110.5079083 |
|---|---|
| Coefficient of variation (CV) | 0.0005466760722 |
| Kurtosis | -0.5574363841 |
| Mean | 202145.1348 |
| Median Absolute Deviation (MAD) | 94 |
| Skewness | -0.3412675177 |
| Sum | 963019422 |
| Variance | 12211.99779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202207 | 172 | 2.9% |
| 202209 | 158 | 2.6% |
| 202206 | 157 | 2.6% |
| 202210 | 153 | 2.5% |
| 202208 | 149 | 2.5% |
| 202212 | 144 | 2.4% |
| 202211 | 140 | 2.3% |
| 202203 | 139 | 2.3% |
| 202111 | 133 | 2.2% |
| 202204 | 132 | 2.2% |
| Other values (57) | 3287 | |
| (Missing) | 1236 | 20.6% |
| Value | Count | Frequency (%) |
| 201811 | 1 | < 0.1% |
| 201901 | 1 | < 0.1% |
| 201902 | 3 | |
| 201903 | 1 | < 0.1% |
| 201904 | 7 |
| Value | Count | Frequency (%) |
| 202406 | 2 | < 0.1% |
| 202405 | 1 | < 0.1% |
| 202404 | 5 | |
| 202403 | 3 | |
| 202402 | 2 | < 0.1% |
최종카드발급일자
Real number (ℝ)
Missing 
| Distinct | 743 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 101 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20164618.88 |
| Minimum | 20140204 |
|---|---|
| Maximum | 20181209 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 20140204 |
|---|---|
| 5-th percentile | 20141008 |
| Q1 | 20160212 |
| median | 20170127 |
| Q3 | 20171012.5 |
| 95-th percentile | 20180709.1 |
| Maximum | 20181209 |
| Range | 41005 |
| Interquartile range (IQR) | 10800.5 |
Descriptive statistics
| Standard deviation | 11613.62274 |
|---|---|
| Coefficient of variation (CV) | 0.0005759406022 |
| Kurtosis | -0.5997538511 |
| Mean | 20164618.88 |
| Median Absolute Deviation (MAD) | 9504 |
| Skewness | -0.4763508763 |
| Sum | 1.189510868 × 1011 |
| Variance | 134876233.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20171119 | 30 | 0.5% |
| 20170605 | 24 | 0.4% |
| 20170510 | 24 | 0.4% |
| 20160811 | 24 | 0.4% |
| 20170729 | 24 | 0.4% |
| 20180708 | 22 | 0.4% |
| 20170816 | 19 | 0.3% |
| 20180726 | 19 | 0.3% |
| 20171016 | 18 | 0.3% |
| 20160210 | 18 | 0.3% |
| Other values (733) | 5677 | |
| (Missing) | 101 | 1.7% |
| Value | Count | Frequency (%) |
| 20140204 | 6 | |
| 20140217 | 6 | |
| 20140308 | 6 | |
| 20140315 | 6 | |
| 20140405 | 6 |
| Value | Count | Frequency (%) |
| 20181209 | 2 | |
| 20181203 | 1 | < 0.1% |
| 20181130 | 2 | |
| 20181124 | 4 | |
| 20181116 | 2 |
보유여부_해외겸용_본인
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7633333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1420 |
| Zeros (%) | 23.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4250713703 |
|---|---|
| Coefficient of variation (CV) | 0.5568620571 |
| Kurtosis | -0.4639909548 |
| Mean | 0.7633333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.23942076 |
| Sum | 4580 |
| Variance | 0.1806856698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4580 | |
| 0 | 1420 | 23.7% |
| Value | Count | Frequency (%) |
| 0 | 1420 | 23.7% |
| 1 | 4580 |
| Value | Count | Frequency (%) |
| 1 | 4580 | |
| 0 | 1420 | 23.7% |
이용가능여부_해외겸용_본인
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7385 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1569 |
| Zeros (%) | 26.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4394882725 |
|---|---|
| Coefficient of variation (CV) | 0.5951093737 |
| Kurtosis | -0.8214966685 |
| Mean | 0.7385 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.085715098 |
| Sum | 4431 |
| Variance | 0.1931499417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4431 | |
| 0 | 1569 | 26.2% |
| Value | Count | Frequency (%) |
| 0 | 1569 | 26.2% |
| 1 | 4431 |
| Value | Count | Frequency (%) |
| 1 | 4431 | |
| 0 | 1569 | 26.2% |
이용여부_3M_해외겸용_본인
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.606 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2364 |
| Zeros (%) | 39.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4886755576 |
|---|---|
| Coefficient of variation (CV) | 0.8063953096 |
| Kurtosis | -1.81227396 |
| Mean | 0.606 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4339703243 |
| Sum | 3636 |
| Variance | 0.2388038006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3636 | |
| 0 | 2364 |
| Value | Count | Frequency (%) |
| 0 | 2364 | |
| 1 | 3636 |
| Value | Count | Frequency (%) |
| 1 | 3636 | |
| 0 | 2364 |
보유여부_해외겸용_신용_본인
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6653333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2008 |
| Zeros (%) | 33.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4719131338 |
|---|---|
| Coefficient of variation (CV) | 0.7092882773 |
| Kurtosis | -1.509203722 |
| Mean | 0.6653333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7009275689 |
| Sum | 3992 |
| Variance | 0.2227020059 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3992 | |
| 0 | 2008 |
| Value | Count | Frequency (%) |
| 0 | 2008 | |
| 1 | 3992 |
| Value | Count | Frequency (%) |
| 1 | 3992 | |
| 0 | 2008 |
이용가능여부_해외겸용_신용_본인
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6265 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2241 |
| Zeros (%) | 37.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4837734554 |
|---|---|
| Coefficient of variation (CV) | 0.7721842863 |
| Kurtosis | -1.726893544 |
| Mean | 0.6265 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.523146441 |
| Sum | 3759 |
| Variance | 0.2340367561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3759 | |
| 0 | 2241 |
| Value | Count | Frequency (%) |
| 0 | 2241 | |
| 1 | 3759 |
| Value | Count | Frequency (%) |
| 1 | 3759 | |
| 0 | 2241 |
이용여부_3M_해외겸용_신용_본인
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5528333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2683 |
| Zeros (%) | 44.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.497242242 |
|---|---|
| Coefficient of variation (CV) | 0.8994433077 |
| Kurtosis | -1.955463262 |
| Mean | 0.5528333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.2125762691 |
| Sum | 3317 |
| Variance | 0.2472498472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3317 | |
| 0 | 2683 |
| Value | Count | Frequency (%) |
| 0 | 2683 | |
| 1 | 3317 |
| Value | Count | Frequency (%) |
| 1 | 3317 | |
| 0 | 2683 |
연회비발생카드수_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5982 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05469459373 |
|---|---|
| Coefficient of variation (CV) | 18.23153124 |
| Kurtosis | 328.6111209 |
| Mean | 0.003 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.17970253 |
| Sum | 18 |
| Variance | 0.002991498583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5982 | |
| 1 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5982 | |
| 1 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 18 | 0.3% |
| 0 | 5982 |
기본연회비_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1688333333 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 5990 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.191450427 |
|---|---|
| Coefficient of variation (CV) | 24.82596502 |
| Kurtosis | 634.9122846 |
| Mean | 0.1688333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.1450769 |
| Sum | 1013 |
| Variance | 17.56825668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5990 | |
| 108 | 4 | 0.1% |
| 106 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5990 | |
| 50 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 106 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 109 | 1 | < 0.1% |
| 108 | 4 | |
| 107 | 1 | < 0.1% |
| 106 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
제휴연회비_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4748333333 |
| Minimum | 0 |
|---|---|
| Maximum | 950 |
| Zeros | 5997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 950 |
| Range | 950 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 21.23165476 |
|---|---|
| Coefficient of variation (CV) | 44.71390964 |
| Kurtosis | 1996.666972 |
| Mean | 0.4748333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.6990036 |
| Sum | 2849 |
| Variance | 450.7831638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 950 | 2 | < 0.1% |
| 949 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 949 | 1 | < 0.1% |
| 950 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 950 | 2 | < 0.1% |
| 949 | 1 | < 0.1% |
| 0 | 5997 |
청구금액_기본연회비_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1688333333 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 5990 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.191450427 |
|---|---|
| Coefficient of variation (CV) | 24.82596502 |
| Kurtosis | 634.9122846 |
| Mean | 0.1688333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.1450769 |
| Sum | 1013 |
| Variance | 17.56825668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5990 | |
| 108 | 4 | 0.1% |
| 106 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5990 | |
| 50 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 106 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 109 | 1 | < 0.1% |
| 108 | 4 | |
| 107 | 1 | < 0.1% |
| 106 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
청구금액_제휴연회비_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4748333333 |
| Minimum | 0 |
|---|---|
| Maximum | 950 |
| Zeros | 5997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 950 |
| Range | 950 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 21.23165476 |
|---|---|
| Coefficient of variation (CV) | 44.71390964 |
| Kurtosis | 1996.666972 |
| Mean | 0.4748333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.6990036 |
| Sum | 2849 |
| Variance | 450.7831638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 950 | 2 | < 0.1% |
| 949 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 949 | 1 | < 0.1% |
| 950 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 950 | 2 | < 0.1% |
| 949 | 1 | < 0.1% |
| 0 | 5997 |
카드신청건수
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.085 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5490 |
| Zeros (%) | 91.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2789049384 |
|---|---|
| Coefficient of variation (CV) | 3.281234569 |
| Kurtosis | 6.864320823 |
| Mean | 0.085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.976916665 |
| Sum | 510 |
| Variance | 0.07778796466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5490 | |
| 1 | 510 | 8.5% |
| Value | Count | Frequency (%) |
| 0 | 5490 | |
| 1 | 510 | 8.5% |
| Value | Count | Frequency (%) |
| 1 | 510 | 8.5% |
| 0 | 5490 |
Life_Stage
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.709666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 509 |
| Zeros (%) | 8.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.738162849 |
|---|---|
| Coefficient of variation (CV) | 0.4685496044 |
| Kurtosis | -0.252764234 |
| Mean | 3.709666667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8359784048 |
| Sum | 22258 |
| Variance | 3.021210091 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2044 | |
| 5 | 1477 | |
| 6 | 695 | 11.6% |
| 1 | 530 | 8.8% |
| 0 | 509 | 8.5% |
| 3 | 507 | 8.5% |
| 2 | 238 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 509 | 8.5% |
| 1 | 530 | 8.8% |
| 2 | 238 | 4.0% |
| 3 | 507 | 8.5% |
| 4 | 2044 |
| Value | Count | Frequency (%) |
| 6 | 695 | 11.6% |
| 5 | 1477 | |
| 4 | 2044 | |
| 3 | 507 | 8.5% |
| 2 | 238 | 4.0% |
최종카드발급경과월
Real number (ℝ)
Zeros 
| Distinct | 59 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.85933333 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 188 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 11 |
| median | 20 |
| Q3 | 31 |
| 95-th percentile | 48 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.76407599 |
|---|---|
| Coefficient of variation (CV) | 0.6296658631 |
| Kurtosis | -0.5751524472 |
| Mean | 21.85933333 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.4719094983 |
| Sum | 131156 |
| Variance | 189.4497879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 188 | 3.1% |
| 17 | 177 | 2.9% |
| 13 | 176 | 2.9% |
| 18 | 176 | 2.9% |
| 14 | 174 | 2.9% |
| 10 | 173 | 2.9% |
| 15 | 173 | 2.9% |
| 11 | 173 | 2.9% |
| 12 | 171 | 2.9% |
| 16 | 169 | 2.8% |
| Other values (49) | 4250 |
| Value | Count | Frequency (%) |
| 0 | 188 | |
| 1 | 90 | |
| 2 | 88 | |
| 3 | 93 | |
| 4 | 100 |
| Value | Count | Frequency (%) |
| 58 | 2 | < 0.1% |
| 57 | 4 | 0.1% |
| 56 | 10 | |
| 55 | 16 | |
| 54 | 24 |
최초한도금액
Real number (ℝ)
Zeros 
| Distinct | 99 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3916.7 |
| Minimum | 0 |
|---|---|
| Maximum | 44995 |
| Zeros | 5154 |
| Zeros (%) | 85.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 37241.5 |
| Maximum | 44995 |
| Range | 44995 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10885.13346 |
|---|---|
| Coefficient of variation (CV) | 2.779159359 |
| Kurtosis | 5.57540497 |
| Mean | 3916.7 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.694694997 |
| Sum | 23500200 |
| Variance | 118486130.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5154 | |
| 9997 | 84 | 1.4% |
| 9998 | 78 | 1.3% |
| 9999 | 54 | 0.9% |
| 9996 | 42 | 0.7% |
| 10000 | 18 | 0.3% |
| 10001 | 12 | 0.2% |
| 9995 | 12 | 0.2% |
| 39552 | 6 | 0.1% |
| 34958 | 6 | 0.1% |
| Other values (89) | 534 | 8.9% |
| Value | Count | Frequency (%) |
| 0 | 5154 | |
| 9995 | 12 | 0.2% |
| 9996 | 42 | 0.7% |
| 9997 | 84 | 1.4% |
| 9998 | 78 | 1.3% |
| Value | Count | Frequency (%) |
| 44995 | 6 | |
| 43274 | 6 | |
| 42487 | 6 | |
| 41929 | 6 | |
| 41398 | 6 |
카드이용한도금액
Real number (ℝ)
Zeros 
| Distinct | 4120 |
|---|---|
| Distinct (%) | 68.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55663.29983 |
| Minimum | 0 |
|---|---|
| Maximum | 230505 |
| Zeros | 214 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4083 |
| Q1 | 19883 |
| median | 46192.5 |
| Q3 | 85755.25 |
| 95-th percentile | 186188.05 |
| Maximum | 230505 |
| Range | 230505 |
| Interquartile range (IQR) | 65872.25 |
Descriptive statistics
| Standard deviation | 49042.16479 |
|---|---|
| Coefficient of variation (CV) | 0.88105026 |
| Kurtosis | 1.983233555 |
| Mean | 55663.29983 |
| Median Absolute Deviation (MAD) | 26851.5 |
| Skewness | 1.506075051 |
| Sum | 333979799 |
| Variance | 2405133927 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 214 | 3.6% |
| 10000 | 94 | 1.6% |
| 10001 | 92 | 1.5% |
| 9999 | 92 | 1.5% |
| 9998 | 76 | 1.3% |
| 10002 | 57 | 0.9% |
| 9997 | 56 | 0.9% |
| 30001 | 41 | 0.7% |
| 9996 | 40 | 0.7% |
| 30002 | 40 | 0.7% |
| Other values (4110) | 5198 |
| Value | Count | Frequency (%) |
| 0 | 214 | |
| 3598 | 1 | < 0.1% |
| 3604 | 1 | < 0.1% |
| 3606 | 1 | < 0.1% |
| 3631 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 230505 | 1 | |
| 225389 | 1 | |
| 224209 | 1 | |
| 223078 | 1 | |
| 221561 | 1 |
CA한도금액
Real number (ℝ)
Zeros 
| Distinct | 5090 |
|---|---|
| Distinct (%) | 84.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18551.34217 |
| Minimum | 0 |
|---|---|
| Maximum | 66698 |
| Zeros | 597 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6806.75 |
| median | 15407.5 |
| Q3 | 27434.5 |
| 95-th percentile | 49945.95 |
| Maximum | 66698 |
| Range | 66698 |
| Interquartile range (IQR) | 20627.75 |
Descriptive statistics
| Standard deviation | 14854.75609 |
|---|---|
| Coefficient of variation (CV) | 0.8007375399 |
| Kurtosis | 0.1763709771 |
| Mean | 18551.34217 |
| Median Absolute Deviation (MAD) | 9707.5 |
| Skewness | 0.8726366547 |
| Sum | 111308053 |
| Variance | 220663778.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 597 | 10.0% |
| 7879 | 4 | 0.1% |
| 18305 | 3 | 0.1% |
| 12231 | 3 | 0.1% |
| 22404 | 3 | 0.1% |
| 10949 | 3 | 0.1% |
| 6544 | 3 | 0.1% |
| 8825 | 3 | 0.1% |
| 13766 | 3 | 0.1% |
| 13165 | 3 | 0.1% |
| Other values (5080) | 5375 |
| Value | Count | Frequency (%) |
| 0 | 597 | |
| 3 | 1 | < 0.1% |
| 145 | 1 | < 0.1% |
| 180 | 1 | < 0.1% |
| 230 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 66698 | 1 | |
| 65593 | 1 | |
| 65245 | 1 | |
| 64944 | 1 | |
| 64493 | 1 |
일시상환론한도금액
Real number (ℝ)
Zeros 
| Distinct | 546 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34492.1925 |
| Minimum | 0 |
|---|---|
| Maximum | 200000 |
| Zeros | 3512 |
| Zeros (%) | 58.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 48006.25 |
| 95-th percentile | 199981.1 |
| Maximum | 200000 |
| Range | 200000 |
| Interquartile range (IQR) | 48006.25 |
Descriptive statistics
| Standard deviation | 51347.54613 |
|---|---|
| Coefficient of variation (CV) | 1.488671563 |
| Kurtosis | 2.787789381 |
| Mean | 34492.1925 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.72927476 |
| Sum | 206953155 |
| Variance | 2636570493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3512 | |
| 200000 | 281 | 4.7% |
| 90004 | 128 | 2.1% |
| 90001 | 125 | 2.1% |
| 90002 | 111 | 1.8% |
| 90003 | 103 | 1.7% |
| 90005 | 93 | 1.6% |
| 90000 | 83 | 1.4% |
| 89999 | 76 | 1.3% |
| 90006 | 54 | 0.9% |
| Other values (536) | 1434 |
| Value | Count | Frequency (%) |
| 0 | 3512 | |
| 41140 | 1 | < 0.1% |
| 41378 | 1 | < 0.1% |
| 41407 | 1 | < 0.1% |
| 41515 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 200000 | 281 | |
| 199999 | 2 | < 0.1% |
| 199997 | 2 | < 0.1% |
| 199996 | 2 | < 0.1% |
| 199995 | 2 | < 0.1% |
월상환론한도금액
Real number (ℝ)
Zeros 
| Distinct | 3480 |
|---|---|
| Distinct (%) | 58.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95406.2555 |
| Minimum | 0 |
|---|---|
| Maximum | 250000 |
| Zeros | 2278 |
| Zeros (%) | 38.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 148394.5 |
| Q3 | 161689 |
| 95-th percentile | 206489.45 |
| Maximum | 250000 |
| Range | 250000 |
| Interquartile range (IQR) | 161689 |
Descriptive statistics
| Standard deviation | 84995.82089 |
|---|---|
| Coefficient of variation (CV) | 0.8908831024 |
| Kurtosis | -1.703046788 |
| Mean | 95406.2555 |
| Median Absolute Deviation (MAD) | 58694.5 |
| Skewness | -0.006085862756 |
| Sum | 572437533 |
| Variance | 7224289568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2278 | |
| 250000 | 14 | 0.2% |
| 180629 | 3 | 0.1% |
| 154691 | 3 | 0.1% |
| 206166 | 3 | 0.1% |
| 152380 | 3 | 0.1% |
| 155031 | 3 | 0.1% |
| 180912 | 3 | 0.1% |
| 180893 | 3 | 0.1% |
| 206037 | 3 | 0.1% |
| Other values (3470) | 3684 |
| Value | Count | Frequency (%) |
| 0 | 2278 | |
| 19735 | 1 | < 0.1% |
| 19742 | 1 | < 0.1% |
| 19759 | 1 | < 0.1% |
| 19788 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 250000 | 14 | |
| 249999 | 1 | < 0.1% |
| 249991 | 1 | < 0.1% |
| 249975 | 1 | < 0.1% |
| 249964 | 1 | < 0.1% |
CA이자율_할인전
Real number (ℝ)
| Distinct | 5306 |
|---|---|
| Distinct (%) | 88.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.73642945 |
| Minimum | 14.21997156 |
|---|---|
| Maximum | 22.999954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 14.21997156 |
|---|---|
| 5-th percentile | 14.21997156 |
| Q1 | 14.2213941 |
| median | 14.80700451 |
| Q3 | 15.24993833 |
| 95-th percentile | 21.98675536 |
| Maximum | 22.999954 |
| Range | 8.77998244 |
| Interquartile range (IQR) | 1.028544232 |
Descriptive statistics
| Standard deviation | 2.278088485 |
|---|---|
| Coefficient of variation (CV) | 0.1447652716 |
| Kurtosis | 3.009356428 |
| Mean | 15.73642945 |
| Median Absolute Deviation (MAD) | 0.50249259 |
| Skewness | 1.993127716 |
| Sum | 94418.57673 |
| Variance | 5.189687144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.21997156 | 638 | 10.6% |
| 22.999954 | 56 | 0.9% |
| 14.22065102 | 2 | < 0.1% |
| 14.220091 | 2 | < 0.1% |
| 14.6749959 | 1 | < 0.1% |
| 15.19291137 | 1 | < 0.1% |
| 15.22757928 | 1 | < 0.1% |
| 15.19743531 | 1 | < 0.1% |
| 18.24601133 | 1 | < 0.1% |
| 19.17076014 | 1 | < 0.1% |
| Other values (5296) | 5296 |
| Value | Count | Frequency (%) |
| 14.21997156 | 638 | |
| 14.21997436 | 1 | < 0.1% |
| 14.21997699 | 1 | < 0.1% |
| 14.21997718 | 1 | < 0.1% |
| 14.21997826 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.999954 | 56 | |
| 22.99982489 | 1 | < 0.1% |
| 22.99982163 | 1 | < 0.1% |
| 22.99968831 | 1 | < 0.1% |
| 22.99967421 | 1 | < 0.1% |
CL이자율_할인전
Real number (ℝ)
| Distinct | 5920 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.60644427 |
| Minimum | 10.89477807 |
|---|---|
| Maximum | 22.999954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10.89477807 |
|---|---|
| 5-th percentile | 10.89876833 |
| Q1 | 11.8988115 |
| median | 14.91180533 |
| Q3 | 15.62509008 |
| 95-th percentile | 18.29904727 |
| Maximum | 22.999954 |
| Range | 12.10517593 |
| Interquartile range (IQR) | 3.726278583 |
Descriptive statistics
| Standard deviation | 2.594965305 |
|---|---|
| Coefficient of variation (CV) | 0.1776589331 |
| Kurtosis | 0.9247482787 |
| Mean | 14.60644427 |
| Median Absolute Deviation (MAD) | 0.743615175 |
| Skewness | 0.4147690456 |
| Sum | 87638.6656 |
| Variance | 6.733844935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.999954 | 81 | 1.4% |
| 18.25497816 | 1 | < 0.1% |
| 17.63572202 | 1 | < 0.1% |
| 14.85743441 | 1 | < 0.1% |
| 14.90696485 | 1 | < 0.1% |
| 10.90103555 | 1 | < 0.1% |
| 14.91678461 | 1 | < 0.1% |
| 10.90058298 | 1 | < 0.1% |
| 15.28454034 | 1 | < 0.1% |
| 15.77028843 | 1 | < 0.1% |
| Other values (5910) | 5910 |
| Value | Count | Frequency (%) |
| 10.89477807 | 1 | |
| 10.89497508 | 1 | |
| 10.89499318 | 1 | |
| 10.89582728 | 1 | |
| 10.89611731 | 1 |
| Value | Count | Frequency (%) |
| 22.999954 | 81 | |
| 22.99983418 | 1 | < 0.1% |
| 22.99971842 | 1 | < 0.1% |
| 22.99963156 | 1 | < 0.1% |
| 22.99960735 | 1 | < 0.1% |
RV일시불이자율_할인전
Real number (ℝ)
| Distinct | 5113 |
|---|---|
| Distinct (%) | 85.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.69562664 |
| Minimum | 10.2499795 |
|---|---|
| Maximum | 19.99377342 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10.2499795 |
|---|---|
| 5-th percentile | 10.2499795 |
| Q1 | 10.39362958 |
| median | 10.77640762 |
| Q3 | 11.92550728 |
| 95-th percentile | 16.55841937 |
| Maximum | 19.99377342 |
| Range | 9.74379392 |
| Interquartile range (IQR) | 1.531877705 |
Descriptive statistics
| Standard deviation | 2.114299783 |
|---|---|
| Coefficient of variation (CV) | 0.180776956 |
| Kurtosis | 3.942697004 |
| Mean | 11.69562664 |
| Median Absolute Deviation (MAD) | 0.50346666 |
| Skewness | 2.078998244 |
| Sum | 70173.75985 |
| Variance | 4.470263574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.2499795 | 887 | 14.8% |
| 10.79634769 | 2 | < 0.1% |
| 17.26496708 | 1 | < 0.1% |
| 10.7798182 | 1 | < 0.1% |
| 10.66297773 | 1 | < 0.1% |
| 10.35511067 | 1 | < 0.1% |
| 12.13868048 | 1 | < 0.1% |
| 10.40413796 | 1 | < 0.1% |
| 16.38513735 | 1 | < 0.1% |
| 11.00380327 | 1 | < 0.1% |
| Other values (5103) | 5103 |
| Value | Count | Frequency (%) |
| 10.2499795 | 887 | |
| 10.25022898 | 1 | < 0.1% |
| 10.25033597 | 1 | < 0.1% |
| 10.25109684 | 1 | < 0.1% |
| 10.25117456 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.99377342 | 1 | |
| 19.98498117 | 1 | |
| 19.97010331 | 1 | |
| 19.9658362 | 1 | |
| 19.96460199 | 1 |
RV현금서비스이자율_할인전
Real number (ℝ)
| Distinct | 5910 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.4726551 |
| Minimum | 10.3999792 |
|---|---|
| Maximum | 22.999954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10.3999792 |
|---|---|
| 5-th percentile | 13.07397484 |
| Q1 | 13.14769894 |
| median | 13.34110185 |
| Q3 | 14.57957798 |
| 95-th percentile | 21.240306 |
| Maximum | 22.999954 |
| Range | 12.5999748 |
| Interquartile range (IQR) | 1.43187904 |
Descriptive statistics
| Standard deviation | 2.60280981 |
|---|---|
| Coefficient of variation (CV) | 0.1798432833 |
| Kurtosis | 2.554626826 |
| Mean | 14.4726551 |
| Median Absolute Deviation (MAD) | 0.267939495 |
| Skewness | 1.753802655 |
| Sum | 86835.93057 |
| Variance | 6.77461891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.999954 | 60 | 1.0% |
| 10.3999792 | 31 | 0.5% |
| 13.09343036 | 2 | < 0.1% |
| 21.23425197 | 1 | < 0.1% |
| 13.1429273 | 1 | < 0.1% |
| 21.244156 | 1 | < 0.1% |
| 13.65371674 | 1 | < 0.1% |
| 21.20657076 | 1 | < 0.1% |
| 13.65743383 | 1 | < 0.1% |
| 13.33293499 | 1 | < 0.1% |
| Other values (5900) | 5900 |
| Value | Count | Frequency (%) |
| 10.3999792 | 31 | |
| 10.40237957 | 1 | < 0.1% |
| 10.40484075 | 1 | < 0.1% |
| 10.41017219 | 1 | < 0.1% |
| 10.41050415 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.999954 | 60 | |
| 22.99991762 | 1 | < 0.1% |
| 22.99974453 | 1 | < 0.1% |
| 22.99974353 | 1 | < 0.1% |
| 22.99969479 | 1 | < 0.1% |
RV신청일자
Real number (ℝ)
Missing 
| Distinct | 629 |
|---|---|
| Distinct (%) | 53.1% |
| Missing | 4816 |
| Missing (%) | 80.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20146950.24 |
| Minimum | 20111115 |
|---|---|
| Maximum | 20180801 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 20111115 |
|---|---|
| 5-th percentile | 20120209.45 |
| Q1 | 20120522.75 |
| median | 20160608 |
| Q3 | 20161110.5 |
| 95-th percentile | 20180209.85 |
| Maximum | 20180801 |
| Range | 69686 |
| Interquartile range (IQR) | 40587.75 |
Descriptive statistics
| Standard deviation | 23362.4228 |
|---|---|
| Coefficient of variation (CV) | 0.001159600958 |
| Kurtosis | -1.706996622 |
| Mean | 20146950.24 |
| Median Absolute Deviation (MAD) | 19511.5 |
| Skewness | -0.1356070336 |
| Sum | 2.385398909 × 1010 |
| Variance | 545802799.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20160906 | 7 | 0.1% |
| 20160824 | 6 | 0.1% |
| 20120131 | 6 | 0.1% |
| 20120327 | 6 | 0.1% |
| 20171230 | 5 | 0.1% |
| 20120714 | 5 | 0.1% |
| 20160720 | 5 | 0.1% |
| 20160629 | 5 | 0.1% |
| 20160619 | 5 | 0.1% |
| 20160929 | 5 | 0.1% |
| Other values (619) | 1129 | 18.8% |
| (Missing) | 4816 |
| Value | Count | Frequency (%) |
| 20111115 | 1 | |
| 20111126 | 1 | |
| 20111130 | 1 | |
| 20111204 | 1 | |
| 20111205 | 1 |
| Value | Count | Frequency (%) |
| 20180801 | 1 | |
| 20180621 | 1 | |
| 20180602 | 1 | |
| 20180525 | 1 | |
| 20180519 | 1 |
RV약정청구율
Real number (ℝ)
Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.60114453 |
| Minimum | 0 |
|---|---|
| Maximum | 99.9998 |
| Zeros | 4805 |
| Zeros (%) | 80.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 99.9998 |
| Maximum | 99.9998 |
| Range | 99.9998 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 38.57091815 |
|---|---|
| Coefficient of variation (CV) | 2.073577681 |
| Kurtosis | 0.6692641816 |
| Mean | 18.60114453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.627840721 |
| Sum | 111606.8672 |
| Variance | 1487.715727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4805 | |
| 99.9998 | 1096 | 18.3% |
| 21.9226688 | 1 | < 0.1% |
| 21.9262603 | 1 | < 0.1% |
| 18.90653863 | 1 | < 0.1% |
| 21.08257578 | 1 | < 0.1% |
| 22.55508789 | 1 | < 0.1% |
| 21.36952093 | 1 | < 0.1% |
| 18.9708826 | 1 | < 0.1% |
| 20.54550564 | 1 | < 0.1% |
| Other values (91) | 91 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 4805 | |
| 16.89428268 | 1 | < 0.1% |
| 17.07096286 | 1 | < 0.1% |
| 17.0983317 | 1 | < 0.1% |
| 17.72067893 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99.9998 | 1096 | |
| 22.86246461 | 1 | < 0.1% |
| 22.55508789 | 1 | < 0.1% |
| 22.50935934 | 1 | < 0.1% |
| 22.47437819 | 1 | < 0.1% |
RV최소결제비율
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.02914261 |
| Minimum | 0 |
|---|---|
| Maximum | 24.99995 |
| Zeros | 67 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.99998 |
| Q1 | 9.99998 |
| median | 9.99998 |
| Q3 | 14.99997 |
| 95-th percentile | 19.99996 |
| Maximum | 24.99995 |
| Range | 24.99995 |
| Interquartile range (IQR) | 4.99999 |
Descriptive statistics
| Standard deviation | 4.00490429 |
|---|---|
| Coefficient of variation (CV) | 0.3329334783 |
| Kurtosis | 0.9546185112 |
| Mean | 12.02914261 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.020200769 |
| Sum | 72174.85565 |
| Variance | 16.03925837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.99998 | 4331 | |
| 19.99996 | 901 | 15.0% |
| 14.99997 | 668 | 11.1% |
| 0 | 67 | 1.1% |
| 24.99995 | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 67 | 1.1% |
| 9.99998 | 4331 | |
| 14.99997 | 668 | 11.1% |
| 19.99996 | 901 | 15.0% |
| 24.99995 | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 24.99995 | 33 | 0.5% |
| 19.99996 | 901 | 15.0% |
| 14.99997 | 668 | 11.1% |
| 9.99998 | 4331 | |
| 0 | 67 | 1.1% |
자발한도감액횟수_R12M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0006666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5996 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02581343212 |
|---|---|
| Coefficient of variation (CV) | 38.72014818 |
| Kurtosis | 1496.24825 |
| Mean | 0.0006666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.70076873 |
| Sum | 4 |
| Variance | 0.0006663332778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5996 | |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5996 | |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | 0.1% |
| 0 | 5996 |
자발한도감액금액_R12M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0006666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5996 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02581343212 |
|---|---|
| Coefficient of variation (CV) | 38.72014818 |
| Kurtosis | 1496.24825 |
| Mean | 0.0006666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.70076873 |
| Sum | 4 |
| Variance | 0.0006663332778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5996 | |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5996 | |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | 0.1% |
| 0 | 5996 |
자발한도감액후경과월
Real number (ℝ)
Skewed 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.99783333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.155454173 |
|---|---|
| Coefficient of variation (CV) | 0.01295685384 |
| Kurtosis | 5917.766485 |
| Mean | 11.99783333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -76.70382 |
| Sum | 71987 |
| Variance | 0.02416599989 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 5998 | |
| 11 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 5998 |
| Value | Count | Frequency (%) |
| 12 | 5998 | |
| 11 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
강제한도감액횟수_R12M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1528333333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5128 |
| Zeros (%) | 85.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3930662231 |
|---|---|
| Coefficient of variation (CV) | 2.571861874 |
| Kurtosis | 15.41996112 |
| Mean | 0.1528333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.137402499 |
| Sum | 917 |
| Variance | 0.1545010557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5128 | |
| 1 | 850 | 14.2% |
| 3 | 9 | 0.1% |
| 4 | 7 | 0.1% |
| 2 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5128 | |
| 1 | 850 | 14.2% |
| 2 | 6 | 0.1% |
| 3 | 9 | 0.1% |
| 4 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 7 | 0.1% |
| 3 | 9 | 0.1% |
| 2 | 6 | 0.1% |
| 1 | 850 | 14.2% |
| 0 | 5128 |
강제한도감액금액_R12M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2215 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5205 |
| Zeros (%) | 86.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7205490604 |
|---|---|
| Coefficient of variation (CV) | 3.253043162 |
| Kurtosis | 33.59500269 |
| Mean | 0.2215 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.117968435 |
| Sum | 1329 |
| Variance | 0.5191909485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5205 | |
| 1 | 465 | 7.8% |
| 2 | 278 | 4.6% |
| 6 | 50 | 0.8% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5205 | |
| 1 | 465 | 7.8% |
| 2 | 278 | 4.6% |
| 4 | 2 | < 0.1% |
| 6 | 50 | 0.8% |
| Value | Count | Frequency (%) |
| 6 | 50 | 0.8% |
| 4 | 2 | < 0.1% |
| 2 | 278 | 4.6% |
| 1 | 465 | 7.8% |
| 0 | 5205 |
강제한도감액후경과월
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.30933333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 57 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.345398979 |
|---|---|
| Coefficient of variation (CV) | 0.2073861394 |
| Kurtosis | 12.01052895 |
| Mean | 11.30933333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.607289398 |
| Sum | 67856 |
| Variance | 5.500896372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 5344 | |
| 9 | 81 | 1.4% |
| 10 | 81 | 1.4% |
| 11 | 79 | 1.3% |
| 1 | 74 | 1.2% |
| 2 | 62 | 1.0% |
| 0 | 57 | 0.9% |
| 3 | 52 | 0.9% |
| 4 | 47 | 0.8% |
| 5 | 42 | 0.7% |
| Other values (3) | 81 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 1 | 74 | |
| 2 | 62 | |
| 3 | 52 | |
| 4 | 47 |
| Value | Count | Frequency (%) |
| 12 | 5344 | |
| 11 | 79 | 1.3% |
| 10 | 81 | 1.4% |
| 9 | 81 | 1.4% |
| 8 | 38 | 0.6% |
한도증액횟수_R12M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08683333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5479 |
| Zeros (%) | 91.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.281614139 |
|---|---|
| Coefficient of variation (CV) | 3.243157072 |
| Kurtosis | 6.617918603 |
| Mean | 0.08683333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.935253437 |
| Sum | 521 |
| Variance | 0.07930652331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5479 | |
| 1 | 521 | 8.7% |
| Value | Count | Frequency (%) |
| 0 | 5479 | |
| 1 | 521 | 8.7% |
| Value | Count | Frequency (%) |
| 1 | 521 | 8.7% |
| 0 | 5479 |
한도증액금액_R12M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09083333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5498 |
| Zeros (%) | 91.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3113392484 |
|---|---|
| Coefficient of variation (CV) | 3.427588055 |
| Kurtosis | 12.7197996 |
| Mean | 0.09083333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.536513596 |
| Sum | 545 |
| Variance | 0.09693212758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5498 | |
| 1 | 459 | 7.6% |
| 2 | 43 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 5498 | |
| 1 | 459 | 7.6% |
| 2 | 43 | 0.7% |
| Value | Count | Frequency (%) |
| 2 | 43 | 0.7% |
| 1 | 459 | 7.6% |
| 0 | 5498 |
한도증액후경과월
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.60516667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 10 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.626257695 |
|---|---|
| Coefficient of variation (CV) | 0.1401322137 |
| Kurtosis | 18.70161943 |
| Mean | 11.60516667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.342835601 |
| Sum | 69631 |
| Variance | 2.644714091 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 5612 | |
| 8 | 60 | 1.0% |
| 7 | 56 | 0.9% |
| 5 | 53 | 0.9% |
| 6 | 53 | 0.9% |
| 3 | 51 | 0.9% |
| 4 | 51 | 0.9% |
| 10 | 18 | 0.3% |
| 11 | 16 | 0.3% |
| 9 | 12 | 0.2% |
| Other values (3) | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.2% |
| 1 | 5 | 0.1% |
| 2 | 3 | 0.1% |
| 3 | 51 | |
| 4 | 51 |
| Value | Count | Frequency (%) |
| 12 | 5612 | |
| 11 | 16 | 0.3% |
| 10 | 18 | 0.3% |
| 9 | 12 | 0.2% |
| 8 | 60 | 1.0% |
상향가능한도금액
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.645166667 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 2407 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.498137523 |
|---|---|
| Coefficient of variation (CV) | 0.9596646308 |
| Kurtosis | -0.9955850187 |
| Mean | 3.645166667 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.4145808907 |
| Sum | 21871 |
| Variance | 12.23696613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2407 | |
| 4 | 590 | 9.8% |
| 5 | 525 | 8.8% |
| 6 | 523 | 8.7% |
| 3 | 459 | 7.6% |
| 7 | 454 | 7.6% |
| 8 | 377 | 6.3% |
| 9 | 271 | 4.5% |
| 10 | 190 | 3.2% |
| 11 | 95 | 1.6% |
| Other values (5) | 109 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 2407 | |
| 2 | 54 | 0.9% |
| 3 | 459 | 7.6% |
| 4 | 590 | 9.8% |
| 5 | 525 | 8.8% |
| Value | Count | Frequency (%) |
| 15 | 3 | 0.1% |
| 14 | 5 | 0.1% |
| 13 | 6 | 0.1% |
| 12 | 41 | |
| 11 | 95 |
상향가능CA한도금액
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9486666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 2508 |
| Zeros (%) | 41.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9606518781 |
|---|---|
| Coefficient of variation (CV) | 1.012633744 |
| Kurtosis | -0.7638451819 |
| Mean | 0.9486666667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5867279351 |
| Sum | 5692 |
| Variance | 0.9228520309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2508 | |
| 1 | 1707 | |
| 2 | 1377 | |
| 3 | 401 | 6.7% |
| 4 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2508 | |
| 1 | 1707 | |
| 2 | 1377 | |
| 3 | 401 | 6.7% |
| 4 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 7 | 0.1% |
| 3 | 401 | 6.7% |
| 2 | 1377 | |
| 1 | 1707 | |
| 0 | 2508 |
카드론동의여부
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8058333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1165 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3955907661 |
|---|---|
| Coefficient of variation (CV) | 0.4909089135 |
| Kurtosis | 0.3924928227 |
| Mean | 0.8058333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.546726253 |
| Sum | 4835 |
| Variance | 0.1564920542 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 1165 | 19.4% |
| Value | Count | Frequency (%) |
| 0 | 1165 | 19.4% |
| 1 | 4835 |
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 1165 | 19.4% |
월상환론상향가능한도금액
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7975 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 5042 |
| Zeros (%) | 84.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 18 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.477614298 |
|---|---|
| Coefficient of variation (CV) | 2.31550109 |
| Kurtosis | 1.613767374 |
| Mean | 2.7975 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.897353743 |
| Sum | 16785 |
| Variance | 41.959487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5042 | |
| 18 | 870 | 14.5% |
| 16 | 58 | 1.0% |
| 4 | 23 | 0.4% |
| 15 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5042 | |
| 4 | 23 | 0.4% |
| 15 | 7 | 0.1% |
| 16 | 58 | 1.0% |
| 18 | 870 | 14.5% |
| Value | Count | Frequency (%) |
| 18 | 870 | 14.5% |
| 16 | 58 | 1.0% |
| 15 | 7 | 0.1% |
| 4 | 23 | 0.4% |
| 0 | 5042 |
RV전환가능여부
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8583333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 921 |
| Zeros (%) | 15.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3811667661 |
|---|---|
| Coefficient of variation (CV) | 0.4440777857 |
| Kurtosis | 1.919577411 |
| Mean | 0.8583333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.392674218 |
| Sum | 5150 |
| Variance | 0.1452881036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5008 | |
| 0 | 921 | 15.3% |
| 2 | 71 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 921 | 15.3% |
| 1 | 5008 | |
| 2 | 71 | 1.2% |
| Value | Count | Frequency (%) |
| 2 | 71 | 1.2% |
| 1 | 5008 | |
| 0 | 921 | 15.3% |
일시불ONLY전환가능여부
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8325 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1005 |
| Zeros (%) | 16.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3734528009 |
|---|---|
| Coefficient of variation (CV) | 0.448591953 |
| Kurtosis | 1.173327833 |
| Mean | 0.8325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.781273936 |
| Sum | 4995 |
| Variance | 0.1394669945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4995 | |
| 0 | 1005 | 16.8% |
| Value | Count | Frequency (%) |
| 0 | 1005 | 16.8% |
| 1 | 4995 |
| Value | Count | Frequency (%) |
| 1 | 4995 | |
| 0 | 1005 | 16.8% |
카드이용한도금액_B1M
Real number (ℝ)
Zeros 
| Distinct | 3588 |
|---|---|
| Distinct (%) | 59.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55391.85383 |
| Minimum | 0 |
|---|---|
| Maximum | 232960 |
| Zeros | 214 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4413.9 |
| Q1 | 20939.5 |
| median | 38077 |
| Q3 | 74537.75 |
| 95-th percentile | 183825.35 |
| Maximum | 232960 |
| Range | 232960 |
| Interquartile range (IQR) | 53598.25 |
Descriptive statistics
| Standard deviation | 48347.03896 |
|---|---|
| Coefficient of variation (CV) | 0.8728185756 |
| Kurtosis | 2.169172082 |
| Mean | 55391.85383 |
| Median Absolute Deviation (MAD) | 28074 |
| Skewness | 1.534082883 |
| Sum | 332351123 |
| Variance | 2337436176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 214 | 3.6% |
| 10000 | 127 | 2.1% |
| 10001 | 98 | 1.6% |
| 9999 | 96 | 1.6% |
| 9998 | 73 | 1.2% |
| 10002 | 61 | 1.0% |
| 10003 | 53 | 0.9% |
| 29997 | 47 | 0.8% |
| 30002 | 42 | 0.7% |
| 9997 | 39 | 0.7% |
| Other values (3578) | 5150 |
| Value | Count | Frequency (%) |
| 0 | 214 | |
| 3774 | 1 | < 0.1% |
| 3825 | 1 | < 0.1% |
| 3836 | 1 | < 0.1% |
| 3852 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 232960 | 1 | |
| 224822 | 1 | |
| 223592 | 1 | |
| 220999 | 1 | |
| 220753 | 1 |
카드이용한도금액_B2M
Real number (ℝ)
Zeros 
| Distinct | 3645 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55544.18483 |
| Minimum | 0 |
|---|---|
| Maximum | 241607 |
| Zeros | 210 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4407 |
| Q1 | 20894.5 |
| median | 49974 |
| Q3 | 74358.25 |
| 95-th percentile | 182967.05 |
| Maximum | 241607 |
| Range | 241607 |
| Interquartile range (IQR) | 53463.75 |
Descriptive statistics
| Standard deviation | 48193.50528 |
|---|---|
| Coefficient of variation (CV) | 0.8676606817 |
| Kurtosis | 2.12500507 |
| Mean | 55544.18483 |
| Median Absolute Deviation (MAD) | 28183 |
| Skewness | 1.519929326 |
| Sum | 333265109 |
| Variance | 2322613951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 210 | 3.5% |
| 10000 | 131 | 2.2% |
| 9999 | 94 | 1.6% |
| 10001 | 87 | 1.5% |
| 9998 | 76 | 1.3% |
| 10002 | 62 | 1.0% |
| 10003 | 51 | 0.9% |
| 30002 | 47 | 0.8% |
| 29997 | 45 | 0.8% |
| 29999 | 40 | 0.7% |
| Other values (3635) | 5157 |
| Value | Count | Frequency (%) |
| 0 | 210 | |
| 3576 | 1 | < 0.1% |
| 3825 | 1 | < 0.1% |
| 3836 | 1 | < 0.1% |
| 3852 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 241607 | 1 | |
| 224822 | 1 | |
| 224660 | 1 | |
| 224212 | 1 | |
| 223592 | 1 |
연체감액여부_R3M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0045 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5973 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06693651283 |
|---|---|
| Coefficient of variation (CV) | 14.87478063 |
| Kurtosis | 217.4088742 |
| Mean | 0.0045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.81001029 |
| Sum | 27 |
| Variance | 0.004480496749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5973 | |
| 1 | 27 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5973 | |
| 1 | 27 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 27 | 0.4% |
| 0 | 5973 |
rv최초시작후경과일
Real number (ℝ)
| Distinct | 397 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80283602.22 |
| Minimum | 180 |
|---|---|
| Maximum | 99999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 180 |
|---|---|
| 5-th percentile | 579 |
| Q1 | 99999999 |
| median | 99999999 |
| Q3 | 99999999 |
| 95-th percentile | 99999999 |
| Maximum | 99999999 |
| Range | 99999819 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 39788694.94 |
|---|---|
| Coefficient of variation (CV) | 0.4956017647 |
| Kurtosis | 0.318705127 |
| Mean | 80283602.22 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.522694652 |
| Sum | 4.817016133 × 1011 |
| Variance | 1.583140245 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99999999 | 4817 | |
| 834 | 12 | 0.2% |
| 323 | 12 | 0.2% |
| 821 | 11 | 0.2% |
| 827 | 11 | 0.2% |
| 2333 | 11 | 0.2% |
| 829 | 11 | 0.2% |
| 813 | 10 | 0.2% |
| 337 | 9 | 0.1% |
| 330 | 9 | 0.1% |
| Other values (387) | 1087 | 18.1% |
| Value | Count | Frequency (%) |
| 180 | 1 | |
| 181 | 1 | |
| 182 | 1 | |
| 183 | 1 | |
| 184 | 1 |
| Value | Count | Frequency (%) |
| 99999999 | 4817 | |
| 5180 | 1 | < 0.1% |
| 2528 | 1 | < 0.1% |
| 2523 | 1 | < 0.1% |
| 2515 | 1 | < 0.1% |
최종이용일자_기본
Real number (ℝ)
| Distinct | 332 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19359642.77 |
| Minimum | 10101 |
|---|---|
| Maximum | 20181231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 20160517 |
| Q1 | 20180727 |
| median | 20180909 |
| Q3 | 20181101 |
| 95-th percentile | 20181226 |
| Maximum | 20181231 |
| Range | 20171130 |
| Interquartile range (IQR) | 374 |
Descriptive statistics
| Standard deviation | 3984204.484 |
|---|---|
| Coefficient of variation (CV) | 0.2057994835 |
| Kurtosis | 19.6498797 |
| Mean | 19359642.77 |
| Median Absolute Deviation (MAD) | 182 |
| Skewness | -4.652236436 |
| Sum | 1.161578566 × 1011 |
| Variance | 1.587388537 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20180731 | 288 | 4.8% |
| 20180831 | 253 | 4.2% |
| 20180930 | 245 | 4.1% |
| 10101 | 244 | 4.1% |
| 20181130 | 222 | 3.7% |
| 20181031 | 213 | 3.5% |
| 20181231 | 190 | 3.2% |
| 20180725 | 45 | 0.8% |
| 20180816 | 44 | 0.7% |
| 20180817 | 43 | 0.7% |
| Other values (322) | 4213 |
| Value | Count | Frequency (%) |
| 10101 | 244 | |
| 20150716 | 6 | 0.1% |
| 20150725 | 1 | < 0.1% |
| 20150731 | 10 | 0.2% |
| 20150909 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 20181231 | 190 | |
| 20181230 | 25 | 0.4% |
| 20181229 | 20 | 0.3% |
| 20181228 | 22 | 0.4% |
| 20181227 | 21 | 0.4% |
최종이용일자_신판
Real number (ℝ)
| Distinct | 337 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19359567.58 |
| Minimum | 10101 |
|---|---|
| Maximum | 20181231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 20160501 |
| Q1 | 20180727 |
| median | 20180907 |
| Q3 | 20181031 |
| 95-th percentile | 20181225.05 |
| Maximum | 20181231 |
| Range | 20171130 |
| Interquartile range (IQR) | 304 |
Descriptive statistics
| Standard deviation | 3984189.169 |
|---|---|
| Coefficient of variation (CV) | 0.2057994918 |
| Kurtosis | 19.64987592 |
| Mean | 19359567.58 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | -4.652235799 |
| Sum | 1.161574055 × 1011 |
| Variance | 1.587376334 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20180731 | 289 | 4.8% |
| 20180831 | 256 | 4.3% |
| 20180930 | 251 | 4.2% |
| 10101 | 244 | 4.1% |
| 20181130 | 222 | 3.7% |
| 20181031 | 213 | 3.5% |
| 20181231 | 190 | 3.2% |
| 20180725 | 45 | 0.8% |
| 20180816 | 45 | 0.8% |
| 20180817 | 42 | 0.7% |
| Other values (327) | 4203 |
| Value | Count | Frequency (%) |
| 10101 | 244 | |
| 20150716 | 6 | 0.1% |
| 20150725 | 1 | < 0.1% |
| 20150731 | 11 | 0.2% |
| 20150909 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 20181231 | 190 | |
| 20181230 | 24 | 0.4% |
| 20181229 | 20 | 0.3% |
| 20181228 | 21 | 0.4% |
| 20181227 | 20 | 0.3% |
최종이용일자_CA
Real number (ℝ)
| Distinct | 381 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6859482.892 |
| Minimum | 10101 |
|---|---|
| Maximum | 20181230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 10101 |
| Q1 | 10101 |
| median | 10101 |
| Q3 | 20140703.75 |
| 95-th percentile | 20180625.2 |
| Maximum | 20181230 |
| Range | 20171129 |
| Interquartile range (IQR) | 20130602.75 |
Descriptive statistics
| Standard deviation | 9543779.508 |
|---|---|
| Coefficient of variation (CV) | 1.391326381 |
| Kurtosis | -1.543945935 |
| Mean | 6859482.892 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6756940209 |
| Sum | 4.115689735 × 1010 |
| Variance | 9.10837273 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10101 | 3960 | |
| 20131123 | 18 | 0.3% |
| 20140731 | 12 | 0.2% |
| 20160701 | 12 | 0.2% |
| 20180524 | 12 | 0.2% |
| 20140630 | 12 | 0.2% |
| 20140615 | 12 | 0.2% |
| 20140328 | 12 | 0.2% |
| 20180615 | 12 | 0.2% |
| 20130224 | 12 | 0.2% |
| Other values (371) | 1926 |
| Value | Count | Frequency (%) |
| 10101 | 3960 | |
| 20100517 | 6 | 0.1% |
| 20110816 | 6 | 0.1% |
| 20110821 | 6 | 0.1% |
| 20120311 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 20181230 | 1 | < 0.1% |
| 20181228 | 1 | < 0.1% |
| 20181227 | 1 | < 0.1% |
| 20181225 | 2 | |
| 20181224 | 3 |
최종이용일자_카드론
Real number (ℝ)
| Distinct | 158 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3476140.758 |
| Minimum | 10101 |
|---|---|
| Maximum | 20180627 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 10101 |
| Q1 | 10101 |
| median | 10101 |
| Q3 | 10101 |
| 95-th percentile | 20171105 |
| Maximum | 20180627 |
| Range | 20170526 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7605377.675 |
|---|---|
| Coefficient of variation (CV) | 2.187879664 |
| Kurtosis | 1.023545747 |
| Mean | 3476140.758 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.738735528 |
| Sum | 2.085684455 × 1010 |
| Variance | 5.784176958 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10101 | 4968 | |
| 20150525 | 12 | 0.2% |
| 20180615 | 12 | 0.2% |
| 20171127 | 12 | 0.2% |
| 20151031 | 12 | 0.2% |
| 20150227 | 12 | 0.2% |
| 20180611 | 12 | 0.2% |
| 20160506 | 12 | 0.2% |
| 20171207 | 12 | 0.2% |
| 20171224 | 12 | 0.2% |
| Other values (148) | 924 | 15.4% |
| Value | Count | Frequency (%) |
| 10101 | 4968 | |
| 20140128 | 6 | 0.1% |
| 20140613 | 6 | 0.1% |
| 20140628 | 6 | 0.1% |
| 20140729 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 20180627 | 6 | |
| 20180617 | 6 | |
| 20180616 | 6 | |
| 20180615 | 12 | |
| 20180614 | 6 |
최종이용일자_체크
Real number (ℝ)
| Distinct | 362 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7345670.168 |
| Minimum | 10101 |
|---|---|
| Maximum | 20181231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 10101 |
| Q1 | 10101 |
| median | 10101 |
| Q3 | 20141228.5 |
| 95-th percentile | 20181102 |
| Maximum | 20181231 |
| Range | 20171130 |
| Interquartile range (IQR) | 20131127.5 |
Descriptive statistics
| Standard deviation | 9697241.234 |
|---|---|
| Coefficient of variation (CV) | 1.320130228 |
| Kurtosis | -1.680809068 |
| Mean | 7345670.168 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5654598951 |
| Sum | 4.407402101 × 1010 |
| Variance | 9.403648754 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10101 | 3816 | |
| 20181130 | 92 | 1.5% |
| 20181231 | 85 | 1.4% |
| 20180930 | 79 | 1.3% |
| 20181031 | 73 | 1.2% |
| 20180831 | 69 | 1.1% |
| 20180731 | 60 | 1.0% |
| 20170731 | 36 | 0.6% |
| 20160731 | 30 | 0.5% |
| 20141210 | 24 | 0.4% |
| Other values (352) | 1636 |
| Value | Count | Frequency (%) |
| 10101 | 3816 | |
| 20121002 | 6 | 0.1% |
| 20130327 | 6 | 0.1% |
| 20130409 | 6 | 0.1% |
| 20130522 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 20181231 | 85 | |
| 20181230 | 2 | < 0.1% |
| 20181229 | 1 | < 0.1% |
| 20181228 | 2 | < 0.1% |
| 20181227 | 3 | 0.1% |
최종이용일자_일시불
Real number (ℝ)
| Distinct | 331 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19325764.2 |
| Minimum | 10101 |
|---|---|
| Maximum | 20181231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 20160314 |
| Q1 | 20180726 |
| median | 20180906 |
| Q3 | 20181031 |
| 95-th percentile | 20181225 |
| Maximum | 20181231 |
| Range | 20171130 |
| Interquartile range (IQR) | 305 |
Descriptive statistics
| Standard deviation | 4061440.995 |
|---|---|
| Coefficient of variation (CV) | 0.2101568121 |
| Kurtosis | 18.68276109 |
| Mean | 19325764.2 |
| Median Absolute Deviation (MAD) | 179 |
| Skewness | -4.547142134 |
| Sum | 1.159545852 × 1011 |
| Variance | 1.649530296 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20180731 | 293 | 4.9% |
| 20180831 | 255 | 4.2% |
| 10101 | 254 | 4.2% |
| 20180930 | 250 | 4.2% |
| 20181130 | 219 | 3.6% |
| 20181031 | 215 | 3.6% |
| 20181231 | 190 | 3.2% |
| 20180816 | 43 | 0.7% |
| 20180725 | 42 | 0.7% |
| 20180817 | 42 | 0.7% |
| Other values (321) | 4197 |
| Value | Count | Frequency (%) |
| 10101 | 254 | |
| 20150708 | 6 | 0.1% |
| 20150709 | 1 | < 0.1% |
| 20150716 | 6 | 0.1% |
| 20150724 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20181231 | 190 | |
| 20181230 | 23 | 0.4% |
| 20181229 | 20 | 0.3% |
| 20181228 | 19 | 0.3% |
| 20181227 | 19 | 0.3% |
최종이용일자_할부
Real number (ℝ)
| Distinct | 607 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14387115.66 |
| Minimum | 10101 |
|---|---|
| Maximum | 20181230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 10101 |
|---|---|
| 5-th percentile | 10101 |
| Q1 | 10101 |
| median | 20160707 |
| Q3 | 20180508 |
| 95-th percentile | 20181012 |
| Maximum | 20181230 |
| Range | 20171129 |
| Interquartile range (IQR) | 20170407 |
Descriptive statistics
| Standard deviation | 9118523.59 |
|---|---|
| Coefficient of variation (CV) | 0.6337978931 |
| Kurtosis | -1.111386224 |
| Mean | 14387115.66 |
| Median Absolute Deviation (MAD) | 19905 |
| Skewness | -0.942855795 |
| Sum | 8.632269394 × 1010 |
| Variance | 8.314747246 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10101 | 1721 | |
| 20180626 | 43 | 0.7% |
| 20180625 | 36 | 0.6% |
| 20160307 | 30 | 0.5% |
| 20180608 | 29 | 0.5% |
| 20180627 | 28 | 0.5% |
| 20180628 | 26 | 0.4% |
| 20180430 | 24 | 0.4% |
| 20180620 | 24 | 0.4% |
| 20180614 | 24 | 0.4% |
| Other values (597) | 4015 |
| Value | Count | Frequency (%) |
| 10101 | 1721 | |
| 20130915 | 6 | 0.1% |
| 20131105 | 6 | 0.1% |
| 20131231 | 6 | 0.1% |
| 20140117 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 20181230 | 1 | < 0.1% |
| 20181229 | 1 | < 0.1% |
| 20181228 | 2 | |
| 20181227 | 1 | < 0.1% |
| 20181225 | 4 |
이용건수_신용_B0M
Real number (ℝ)
Zeros 
| Distinct | 89 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.433 |
| Minimum | -3 |
|---|---|
| Maximum | 86 |
| Zeros | 478 |
| Zeros (%) | 8.0% |
| Negative | 1066 |
| Negative (%) | 17.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 0 |
| median | 6 |
| Q3 | 21 |
| 95-th percentile | 63 |
| Maximum | 86 |
| Range | 89 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 20.05927649 |
|---|---|
| Coefficient of variation (CV) | 1.389820307 |
| Kurtosis | 1.761951695 |
| Mean | 14.433 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.588413756 |
| Sum | 86598 |
| Variance | 402.3745734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 478 | 8.0% |
| -1 | 463 | 7.7% |
| 1 | 416 | 6.9% |
| 2 | 320 | 5.3% |
| -2 | 316 | 5.3% |
| -3 | 287 | 4.8% |
| 3 | 267 | 4.5% |
| 4 | 221 | 3.7% |
| 5 | 204 | 3.4% |
| 6 | 158 | 2.6% |
| Other values (79) | 2870 |
| Value | Count | Frequency (%) |
| -3 | 287 | |
| -2 | 316 | |
| -1 | 463 | |
| 0 | 478 | |
| 1 | 416 |
| Value | Count | Frequency (%) |
| 86 | 1 | < 0.1% |
| 84 | 2 | < 0.1% |
| 83 | 8 | |
| 82 | 8 | |
| 81 | 4 |
이용건수_신판_B0M
Real number (ℝ)
Zeros 
| Distinct | 89 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.34616667 |
| Minimum | -3 |
|---|---|
| Maximum | 86 |
| Zeros | 489 |
| Zeros (%) | 8.2% |
| Negative | 1085 |
| Negative (%) | 18.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 0 |
| median | 6 |
| Q3 | 21 |
| 95-th percentile | 63 |
| Maximum | 86 |
| Range | 89 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 20.05418569 |
|---|---|
| Coefficient of variation (CV) | 1.397877646 |
| Kurtosis | 1.780796584 |
| Mean | 14.34616667 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.593371948 |
| Sum | 86077 |
| Variance | 402.1703637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 489 | 8.2% |
| -1 | 465 | 7.8% |
| 1 | 422 | 7.0% |
| -2 | 324 | 5.4% |
| 2 | 318 | 5.3% |
| -3 | 296 | 4.9% |
| 3 | 265 | 4.4% |
| 4 | 213 | 3.5% |
| 5 | 199 | 3.3% |
| 6 | 157 | 2.6% |
| Other values (79) | 2852 |
| Value | Count | Frequency (%) |
| -3 | 296 | |
| -2 | 324 | |
| -1 | 465 | |
| 0 | 489 | |
| 1 | 422 |
| Value | Count | Frequency (%) |
| 86 | 1 | < 0.1% |
| 84 | 2 | < 0.1% |
| 83 | 8 | |
| 82 | 8 | |
| 81 | 4 |
이용건수_일시불_B0M
Real number (ℝ)
Zeros 
| Distinct | 88 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.2105 |
| Minimum | -3 |
|---|---|
| Maximum | 84 |
| Zeros | 490 |
| Zeros (%) | 8.2% |
| Negative | 1097 |
| Negative (%) | 18.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 0 |
| median | 5 |
| Q3 | 21 |
| 95-th percentile | 62 |
| Maximum | 84 |
| Range | 87 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 19.96483464 |
|---|---|
| Coefficient of variation (CV) | 1.40493541 |
| Kurtosis | 1.793098123 |
| Mean | 14.2105 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.598435995 |
| Sum | 85263 |
| Variance | 398.5946222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 490 | 8.2% |
| -1 | 462 | 7.7% |
| 1 | 421 | 7.0% |
| -2 | 327 | 5.5% |
| 2 | 324 | 5.4% |
| -3 | 308 | 5.1% |
| 3 | 277 | 4.6% |
| 4 | 202 | 3.4% |
| 5 | 198 | 3.3% |
| 6 | 159 | 2.6% |
| Other values (78) | 2832 |
| Value | Count | Frequency (%) |
| -3 | 308 | |
| -2 | 327 | |
| -1 | 462 | |
| 0 | 490 | |
| 1 | 421 |
| Value | Count | Frequency (%) |
| 84 | 1 | < 0.1% |
| 83 | 5 | |
| 82 | 5 | |
| 81 | 9 | |
| 80 | 10 |
이용건수_할부_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1356666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5340 |
| Zeros (%) | 89.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4166815244 |
|---|---|
| Coefficient of variation (CV) | 3.071362588 |
| Kurtosis | 12.49882861 |
| Mean | 0.1356666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.409186419 |
| Sum | 814 |
| Variance | 0.1736234928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5340 | |
| 1 | 521 | 8.7% |
| 2 | 124 | 2.1% |
| 3 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5340 | |
| 1 | 521 | 8.7% |
| 2 | 124 | 2.1% |
| 3 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 3 | 15 | 0.2% |
| 2 | 124 | 2.1% |
| 1 | 521 | 8.7% |
| 0 | 5340 |
이용건수_할부_유이자_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.023 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5862 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1499157957 |
|---|---|
| Coefficient of variation (CV) | 6.518078073 |
| Kurtosis | 38.53490709 |
| Mean | 0.023 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.365694167 |
| Sum | 138 |
| Variance | 0.02247474579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5862 | |
| 1 | 138 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 5862 | |
| 1 | 138 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 138 | 2.3% |
| 0 | 5862 |
이용건수_할부_무이자_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1126666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5411 |
| Zeros (%) | 90.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3591578872 |
|---|---|
| Coefficient of variation (CV) | 3.187791898 |
| Kurtosis | 11.1975229 |
| Mean | 0.1126666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.33958949 |
| Sum | 676 |
| Variance | 0.128994388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5411 | |
| 1 | 502 | 8.4% |
| 2 | 87 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 5411 | |
| 1 | 502 | 8.4% |
| 2 | 87 | 1.5% |
| Value | Count | Frequency (%) |
| 2 | 87 | 1.5% |
| 1 | 502 | 8.4% |
| 0 | 5411 |
이용건수_CA_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08683333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5738 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.407006447 |
|---|---|
| Coefficient of variation (CV) | 4.687214361 |
| Kurtosis | 18.11214122 |
| Mean | 0.08683333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.481955276 |
| Sum | 521 |
| Variance | 0.1656542479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5738 | |
| 2 | 259 | 4.3% |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5738 | |
| 1 | 3 | 0.1% |
| 2 | 259 | 4.3% |
| Value | Count | Frequency (%) |
| 2 | 259 | 4.3% |
| 1 | 3 | 0.1% |
| 0 | 5738 |
이용건수_체크_B0M
Real number (ℝ)
Zeros 
| Distinct | 64 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.295666667 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 5121 |
| Zeros (%) | 85.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.590250781 |
|---|---|
| Coefficient of variation (CV) | 2.909957757 |
| Kurtosis | 12.45231338 |
| Mean | 3.295666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.467007115 |
| Sum | 19774 |
| Variance | 91.97291004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5121 | |
| 12 | 57 | 0.9% |
| 10 | 46 | 0.8% |
| 13 | 44 | 0.7% |
| 14 | 43 | 0.7% |
| 11 | 38 | 0.6% |
| 15 | 37 | 0.6% |
| 9 | 35 | 0.6% |
| 16 | 33 | 0.5% |
| 17 | 32 | 0.5% |
| Other values (54) | 514 | 8.6% |
| Value | Count | Frequency (%) |
| 0 | 5121 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 3 | 0.1% |
| 4 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 64 | 1 | |
| 63 | 1 | |
| 62 | 1 | |
| 61 | 2 | |
| 59 | 1 |
이용금액_일시불_B0M
Real number (ℝ)
Zeros 
| Distinct | 3823 |
|---|---|
| Distinct (%) | 63.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3658.7705 |
| Minimum | -1748 |
|---|---|
| Maximum | 28376 |
| Zeros | 1353 |
| Zeros (%) | 22.6% |
| Negative | 330 |
| Negative (%) | 5.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1748 |
|---|---|
| 5-th percentile | -40.1 |
| Q1 | 0 |
| median | 2115.5 |
| Q3 | 5054.75 |
| 95-th percentile | 14419.8 |
| Maximum | 28376 |
| Range | 30124 |
| Interquartile range (IQR) | 5054.75 |
Descriptive statistics
| Standard deviation | 4895.757653 |
|---|---|
| Coefficient of variation (CV) | 1.338088206 |
| Kurtosis | 4.718172836 |
| Mean | 3658.7705 |
| Median Absolute Deviation (MAD) | 2115.5 |
| Skewness | 2.077091498 |
| Sum | 21952623 |
| Variance | 23968443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1353 | 22.6% |
| 2065 | 5 | 0.1% |
| 1553 | 4 | 0.1% |
| 2281 | 4 | 0.1% |
| 1494 | 4 | 0.1% |
| 133 | 4 | 0.1% |
| 1512 | 4 | 0.1% |
| 2840 | 4 | 0.1% |
| 838 | 4 | 0.1% |
| 1993 | 4 | 0.1% |
| Other values (3813) | 4610 |
| Value | Count | Frequency (%) |
| -1748 | 1 | |
| -1626 | 1 | |
| -1467 | 1 | |
| -1400 | 1 | |
| -1355 | 1 |
| Value | Count | Frequency (%) |
| 28376 | 1 | |
| 27353 | 1 | |
| 27019 | 1 | |
| 27017 | 1 | |
| 26438 | 1 |
이용금액_할부_B0M
Real number (ℝ)
Zeros 
| Distinct | 431 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 376.949 |
| Minimum | 0 |
|---|---|
| Maximum | 11232 |
| Zeros | 5532 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4147.15 |
| Maximum | 11232 |
| Range | 11232 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1360.014041 |
|---|---|
| Coefficient of variation (CV) | 3.607952379 |
| Kurtosis | 15.42919609 |
| Mean | 376.949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.835592721 |
| Sum | 2261694 |
| Variance | 1849638.193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5532 | |
| 3815 | 3 | 0.1% |
| 4081 | 3 | 0.1% |
| 4791 | 3 | 0.1% |
| 5010 | 2 | < 0.1% |
| 3865 | 2 | < 0.1% |
| 4631 | 2 | < 0.1% |
| 4341 | 2 | < 0.1% |
| 4408 | 2 | < 0.1% |
| 3718 | 2 | < 0.1% |
| Other values (421) | 447 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 5532 | |
| 2779 | 1 | < 0.1% |
| 3138 | 1 | < 0.1% |
| 3140 | 1 | < 0.1% |
| 3173 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11232 | 1 | |
| 10864 | 1 | |
| 10596 | 1 | |
| 10340 | 1 | |
| 10129 | 1 |
이용금액_할부_유이자_B0M
Real number (ℝ)
Zeros 
| Distinct | 117 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.53583333 |
| Minimum | 0 |
|---|---|
| Maximum | 6245 |
| Zeros | 5881 |
| Zeros (%) | 98.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6245 |
| Range | 6245 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 639.922682 |
|---|---|
| Coefficient of variation (CV) | 7.068170231 |
| Kurtosis | 47.6819405 |
| Mean | 90.53583333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.00589146 |
| Sum | 543215 |
| Variance | 409501.0389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5881 | |
| 4298 | 2 | < 0.1% |
| 4559 | 2 | < 0.1% |
| 4940 | 2 | < 0.1% |
| 4001 | 1 | < 0.1% |
| 4460 | 1 | < 0.1% |
| 3560 | 1 | < 0.1% |
| 4950 | 1 | < 0.1% |
| 4287 | 1 | < 0.1% |
| 5332 | 1 | < 0.1% |
| Other values (107) | 107 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 5881 | |
| 3291 | 1 | < 0.1% |
| 3560 | 1 | < 0.1% |
| 3654 | 1 | < 0.1% |
| 3706 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6245 | 1 | |
| 5747 | 1 | |
| 5689 | 1 | |
| 5510 | 1 | |
| 5432 | 1 |
이용금액_할부_무이자_B0M
Real number (ℝ)
Zeros 
| Distinct | 363 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 286.4088333 |
| Minimum | 0 |
|---|---|
| Maximum | 7442 |
| Zeros | 5605 |
| Zeros (%) | 93.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3808.15 |
| Maximum | 7442 |
| Range | 7442 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1093.408655 |
|---|---|
| Coefficient of variation (CV) | 3.817649904 |
| Kurtosis | 11.98865679 |
| Mean | 286.4088333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.670823433 |
| Sum | 1718453 |
| Variance | 1195542.487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5605 | |
| 4791 | 3 | 0.1% |
| 3815 | 3 | 0.1% |
| 4081 | 3 | 0.1% |
| 4363 | 3 | 0.1% |
| 3717 | 2 | < 0.1% |
| 4721 | 2 | < 0.1% |
| 5010 | 2 | < 0.1% |
| 3777 | 2 | < 0.1% |
| 5302 | 2 | < 0.1% |
| Other values (353) | 373 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 5605 | |
| 2779 | 1 | < 0.1% |
| 3138 | 1 | < 0.1% |
| 3140 | 1 | < 0.1% |
| 3173 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7442 | 1 | |
| 6714 | 1 | |
| 6479 | 1 | |
| 6140 | 1 | |
| 6111 | 1 |
이용금액_CA_B0M
Real number (ℝ)
Zeros 
| Distinct | 259 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 429.8865 |
| Minimum | 0 |
|---|---|
| Maximum | 18907 |
| Zeros | 5739 |
| Zeros (%) | 95.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18907 |
| Range | 18907 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2100.832808 |
|---|---|
| Coefficient of variation (CV) | 4.886947621 |
| Kurtosis | 26.10638681 |
| Mean | 429.8865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.089041882 |
| Sum | 2579319 |
| Variance | 4413498.489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5739 | |
| 8871 | 2 | < 0.1% |
| 6030 | 2 | < 0.1% |
| 8542 | 2 | < 0.1% |
| 6939 | 1 | < 0.1% |
| 6812 | 1 | < 0.1% |
| 11288 | 1 | < 0.1% |
| 15298 | 1 | < 0.1% |
| 12287 | 1 | < 0.1% |
| 13445 | 1 | < 0.1% |
| Other values (249) | 249 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 5739 | |
| 4630 | 1 | < 0.1% |
| 4729 | 1 | < 0.1% |
| 5048 | 1 | < 0.1% |
| 5178 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18907 | 1 | |
| 18817 | 1 | |
| 18627 | 1 | |
| 17755 | 1 | |
| 17524 | 1 |
이용금액_체크_B0M
Real number (ℝ)
Zeros 
| Distinct | 832 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 709.7203333 |
| Minimum | -341 |
|---|---|
| Maximum | 13738 |
| Zeros | 5121 |
| Zeros (%) | 85.4% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -341 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5040 |
| Maximum | 13738 |
| Range | 14079 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2070.374551 |
|---|---|
| Coefficient of variation (CV) | 2.917169558 |
| Kurtosis | 12.99424427 |
| Mean | 709.7203333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.510836811 |
| Sum | 4258322 |
| Variance | 4286450.782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5121 | |
| 3511 | 3 | 0.1% |
| 2476 | 3 | 0.1% |
| 3587 | 3 | 0.1% |
| 2765 | 2 | < 0.1% |
| 7284 | 2 | < 0.1% |
| 2252 | 2 | < 0.1% |
| 2161 | 2 | < 0.1% |
| 4818 | 2 | < 0.1% |
| 1698 | 2 | < 0.1% |
| Other values (822) | 858 | 14.3% |
| Value | Count | Frequency (%) |
| -341 | 1 | < 0.1% |
| -235 | 1 | < 0.1% |
| -176 | 1 | < 0.1% |
| 0 | 5121 | |
| 58 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13738 | 1 | |
| 13707 | 1 | |
| 13592 | 1 | |
| 13469 | 1 | |
| 13431 | 1 |
이용후경과월_신용
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3515 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3255 |
| Zeros (%) | 54.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.997742456 |
|---|---|
| Coefficient of variation (CV) | 1.700081844 |
| Kurtosis | 1.240550237 |
| Mean | 2.3515 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.678285747 |
| Sum | 14109 |
| Variance | 15.98194474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3255 | |
| 1 | 948 | 15.8% |
| 12 | 669 | 11.2% |
| 2 | 374 | 6.2% |
| 3 | 180 | 3.0% |
| 4 | 153 | 2.5% |
| 8 | 98 | 1.6% |
| 6 | 68 | 1.1% |
| 9 | 65 | 1.1% |
| 5 | 62 | 1.0% |
| Other values (3) | 128 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 3255 | |
| 1 | 948 | 15.8% |
| 2 | 374 | 6.2% |
| 3 | 180 | 3.0% |
| 4 | 153 | 2.5% |
| Value | Count | Frequency (%) |
| 12 | 669 | |
| 11 | 37 | 0.6% |
| 10 | 34 | 0.6% |
| 9 | 65 | 1.1% |
| 8 | 98 | 1.6% |
이용후경과월_신판
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.456 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3099 |
| Zeros (%) | 51.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.030356224 |
|---|---|
| Coefficient of variation (CV) | 1.641024521 |
| Kurtosis | 1.03656112 |
| Mean | 2.456 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.61475773 |
| Sum | 14736 |
| Variance | 16.2437713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3099 | |
| 1 | 988 | 16.5% |
| 12 | 684 | 11.4% |
| 2 | 428 | 7.1% |
| 3 | 192 | 3.2% |
| 4 | 155 | 2.6% |
| 8 | 113 | 1.9% |
| 6 | 76 | 1.3% |
| 9 | 71 | 1.2% |
| 5 | 63 | 1.1% |
| Other values (3) | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 3099 | |
| 1 | 988 | 16.5% |
| 2 | 428 | 7.1% |
| 3 | 192 | 3.2% |
| 4 | 155 | 2.6% |
| Value | Count | Frequency (%) |
| 12 | 684 | |
| 11 | 38 | 0.6% |
| 10 | 35 | 0.6% |
| 9 | 71 | 1.2% |
| 8 | 113 | 1.9% |
이용후경과월_일시불
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.876333333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 4352 |
| Zeros (%) | 72.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.95461499 |
|---|---|
| Coefficient of variation (CV) | 2.107629236 |
| Kurtosis | 2.200068191 |
| Mean | 1.876333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.979646941 |
| Sum | 11258 |
| Variance | 15.63897972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4352 | |
| 12 | 677 | 11.3% |
| 1 | 340 | 5.7% |
| 2 | 200 | 3.3% |
| 3 | 130 | 2.2% |
| 4 | 89 | 1.5% |
| 5 | 42 | 0.7% |
| 6 | 33 | 0.5% |
| 9 | 31 | 0.5% |
| 10 | 28 | 0.5% |
| Other values (3) | 78 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 4352 | |
| 1 | 340 | 5.7% |
| 2 | 200 | 3.3% |
| 3 | 130 | 2.2% |
| 4 | 89 | 1.5% |
| Value | Count | Frequency (%) |
| 12 | 677 | |
| 11 | 27 | 0.4% |
| 10 | 28 | 0.5% |
| 9 | 31 | 0.5% |
| 8 | 27 | 0.4% |
이용후경과월_할부
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.230833333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 286 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.570597813 |
|---|---|
| Coefficient of variation (CV) | 0.5553019515 |
| Kurtosis | -1.294511333 |
| Mean | 8.230833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.6354528958 |
| Sum | 49385 |
| Variance | 20.89036437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3258 | |
| 1 | 613 | 10.2% |
| 8 | 394 | 6.6% |
| 2 | 335 | 5.6% |
| 0 | 286 | 4.8% |
| 4 | 285 | 4.8% |
| 3 | 280 | 4.7% |
| 7 | 212 | 3.5% |
| 9 | 151 | 2.5% |
| 6 | 96 | 1.6% |
| Other values (2) | 90 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 613 | |
| 2 | 335 | |
| 3 | 280 | |
| 4 | 285 |
| Value | Count | Frequency (%) |
| 12 | 3258 | |
| 10 | 1 | < 0.1% |
| 9 | 151 | 2.5% |
| 8 | 394 | 6.6% |
| 7 | 212 | 3.5% |
이용후경과월_할부_유이자
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.46416667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 40 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.276406331 |
|---|---|
| Coefficient of variation (CV) | 0.3131072388 |
| Kurtosis | 2.402704994 |
| Mean | 10.46416667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.967497171 |
| Sum | 62785 |
| Variance | 10.73483845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 4750 | |
| 8 | 231 | 3.9% |
| 1 | 211 | 3.5% |
| 2 | 151 | 2.5% |
| 3 | 149 | 2.5% |
| 7 | 135 | 2.2% |
| 4 | 109 | 1.8% |
| 9 | 98 | 1.6% |
| 6 | 64 | 1.1% |
| 5 | 58 | 1.0% |
| Other values (2) | 44 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 40 | 0.7% |
| 1 | 211 | |
| 2 | 151 | |
| 3 | 149 | |
| 4 | 109 |
| Value | Count | Frequency (%) |
| 12 | 4750 | |
| 10 | 4 | 0.1% |
| 9 | 98 | 1.6% |
| 8 | 231 | 3.9% |
| 7 | 135 | 2.2% |
이용후경과월_할부_무이자
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.580833333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 253 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.45732849 |
|---|---|
| Coefficient of variation (CV) | 0.5194517032 |
| Kurtosis | -1.096470969 |
| Mean | 8.580833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7705535026 |
| Sum | 51485 |
| Variance | 19.86777727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3510 | |
| 1 | 506 | 8.4% |
| 8 | 335 | 5.6% |
| 2 | 303 | 5.1% |
| 4 | 282 | 4.7% |
| 3 | 275 | 4.6% |
| 0 | 253 | 4.2% |
| 7 | 211 | 3.5% |
| 5 | 113 | 1.9% |
| 6 | 110 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 253 | |
| 1 | 506 | |
| 2 | 303 | |
| 3 | 275 | |
| 4 | 282 |
| Value | Count | Frequency (%) |
| 12 | 3510 | |
| 9 | 102 | 1.7% |
| 8 | 335 | 5.6% |
| 7 | 211 | 3.5% |
| 6 | 110 | 1.8% |
이용후경과월_부분무이자
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.86466667 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.082996015 |
|---|---|
| Coefficient of variation (CV) | 0.09127909326 |
| Kurtosis | 67.49826111 |
| Mean | 11.86466667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.206387013 |
| Sum | 71188 |
| Variance | 1.172880369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 5903 | |
| 2 | 48 | 0.8% |
| 5 | 28 | 0.5% |
| 7 | 10 | 0.2% |
| 6 | 6 | 0.1% |
| 1 | 3 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.1% |
| 2 | 48 | |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 28 |
| Value | Count | Frequency (%) |
| 12 | 5903 | |
| 7 | 10 | 0.2% |
| 6 | 6 | 0.1% |
| 5 | 28 | 0.5% |
| 4 | 1 | < 0.1% |
이용후경과월_CA
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.0865 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 262 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.917550874 |
|---|---|
| Coefficient of variation (CV) | 0.2631624835 |
| Kurtosis | 8.249425227 |
| Mean | 11.0865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.121320863 |
| Sum | 66519 |
| Variance | 8.512103101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 5387 | |
| 0 | 262 | 4.4% |
| 6 | 47 | 0.8% |
| 4 | 43 | 0.7% |
| 5 | 43 | 0.7% |
| 3 | 40 | 0.7% |
| 2 | 37 | 0.6% |
| 7 | 33 | 0.5% |
| 1 | 28 | 0.5% |
| 8 | 23 | 0.4% |
| Other values (3) | 57 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 1 | 28 | 0.5% |
| 2 | 37 | 0.6% |
| 3 | 40 | 0.7% |
| 4 | 43 | 0.7% |
| Value | Count | Frequency (%) |
| 12 | 5387 | |
| 11 | 19 | 0.3% |
| 10 | 18 | 0.3% |
| 9 | 20 | 0.3% |
| 8 | 23 | 0.4% |
이용후경과월_체크
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.03083333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 879 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.327393792 |
|---|---|
| Coefficient of variation (CV) | 0.4314092008 |
| Kurtosis | 1.381285907 |
| Mean | 10.03083333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.816023015 |
| Sum | 60185 |
| Variance | 18.72633703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 4896 | |
| 0 | 879 | 14.6% |
| 6 | 28 | 0.5% |
| 9 | 25 | 0.4% |
| 7 | 25 | 0.4% |
| 5 | 23 | 0.4% |
| 8 | 22 | 0.4% |
| 10 | 22 | 0.4% |
| 4 | 20 | 0.3% |
| 11 | 17 | 0.3% |
| Other values (3) | 43 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 879 | |
| 1 | 13 | 0.2% |
| 2 | 16 | 0.3% |
| 3 | 14 | 0.2% |
| 4 | 20 | 0.3% |
| Value | Count | Frequency (%) |
| 12 | 4896 | |
| 11 | 17 | 0.3% |
| 10 | 22 | 0.4% |
| 9 | 25 | 0.4% |
| 8 | 22 | 0.4% |
이용후경과월_카드론
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.73866667 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.320225507 |
|---|---|
| Coefficient of variation (CV) | 0.1124680974 |
| Kurtosis | 32.78875466 |
| Mean | 11.73866667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.637923701 |
| Sum | 70432 |
| Variance | 1.742995388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 5705 | |
| 8 | 33 | 0.5% |
| 10 | 33 | 0.5% |
| 11 | 32 | 0.5% |
| 6 | 31 | 0.5% |
| 9 | 31 | 0.5% |
| 5 | 29 | 0.5% |
| 7 | 28 | 0.5% |
| 4 | 26 | 0.4% |
| 3 | 23 | 0.4% |
| Other values (2) | 29 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 11 | 0.2% |
| 2 | 18 | |
| 3 | 23 | |
| 4 | 26 | |
| 5 | 29 |
| Value | Count | Frequency (%) |
| 12 | 5705 | |
| 11 | 32 | 0.5% |
| 10 | 33 | 0.5% |
| 9 | 31 | 0.5% |
| 8 | 33 | 0.5% |
이용건수_신용_R12M
Real number (ℝ)
Zeros 
| Distinct | 843 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.4491667 |
| Minimum | -1 |
|---|---|
| Maximum | 989 |
| Zeros | 669 |
| Zeros (%) | 11.2% |
| Negative | 649 |
| Negative (%) | 10.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 6 |
| median | 89.5 |
| Q3 | 245 |
| 95-th percentile | 741.1 |
| Maximum | 989 |
| Range | 990 |
| Interquartile range (IQR) | 239 |
Descriptive statistics
| Standard deviation | 228.7317201 |
|---|---|
| Coefficient of variation (CV) | 1.288998559 |
| Kurtosis | 1.912094177 |
| Mean | 177.4491667 |
| Median Absolute Deviation (MAD) | 89.5 |
| Skewness | 1.634607119 |
| Sum | 1064695 |
| Variance | 52318.19978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 669 | 11.2% |
| -1 | 649 | 10.8% |
| 3 | 46 | 0.8% |
| 2 | 38 | 0.6% |
| 6 | 35 | 0.6% |
| 4 | 32 | 0.5% |
| 16 | 30 | 0.5% |
| 25 | 29 | 0.5% |
| 46 | 29 | 0.5% |
| 5 | 27 | 0.4% |
| Other values (833) | 4416 |
| Value | Count | Frequency (%) |
| -1 | 649 | |
| 0 | 669 | |
| 1 | 24 | 0.4% |
| 2 | 38 | 0.6% |
| 3 | 46 | 0.8% |
| Value | Count | Frequency (%) |
| 989 | 1 | |
| 983 | 1 | |
| 978 | 1 | |
| 972 | 1 | |
| 963 | 1 |
이용건수_신판_R12M
Real number (ℝ)
Zeros 
| Distinct | 844 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.4348333 |
| Minimum | -1 |
|---|---|
| Maximum | 989 |
| Zeros | 678 |
| Zeros (%) | 11.3% |
| Negative | 716 |
| Negative (%) | 11.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 4 |
| median | 88 |
| Q3 | 245 |
| 95-th percentile | 740 |
| Maximum | 989 |
| Range | 990 |
| Interquartile range (IQR) | 241 |
Descriptive statistics
| Standard deviation | 228.6361363 |
|---|---|
| Coefficient of variation (CV) | 1.29586733 |
| Kurtosis | 1.932678639 |
| Mean | 176.4348333 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | 1.640334361 |
| Sum | 1058609 |
| Variance | 52274.48283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 716 | 11.9% |
| 0 | 678 | 11.3% |
| 3 | 46 | 0.8% |
| 4 | 34 | 0.6% |
| 6 | 31 | 0.5% |
| 2 | 29 | 0.5% |
| 30 | 29 | 0.5% |
| 7 | 29 | 0.5% |
| 17 | 28 | 0.5% |
| 34 | 26 | 0.4% |
| Other values (834) | 4354 |
| Value | Count | Frequency (%) |
| -1 | 716 | |
| 0 | 678 | |
| 1 | 19 | 0.3% |
| 2 | 29 | 0.5% |
| 3 | 46 | 0.8% |
| Value | Count | Frequency (%) |
| 989 | 1 | |
| 983 | 1 | |
| 978 | 1 | |
| 972 | 1 | |
| 963 | 1 |
이용건수_일시불_R12M
Real number (ℝ)
Zeros 
| Distinct | 832 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173.6603333 |
| Minimum | -1 |
|---|---|
| Maximum | 972 |
| Zeros | 679 |
| Zeros (%) | 11.3% |
| Negative | 841 |
| Negative (%) | 14.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 85 |
| Q3 | 240 |
| 95-th percentile | 734 |
| Maximum | 972 |
| Range | 973 |
| Interquartile range (IQR) | 240 |
Descriptive statistics
| Standard deviation | 227.0690931 |
|---|---|
| Coefficient of variation (CV) | 1.30754726 |
| Kurtosis | 1.966719973 |
| Mean | 173.6603333 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 1.652422239 |
| Sum | 1041962 |
| Variance | 51560.37302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 841 | 14.0% |
| 0 | 679 | 11.3% |
| 46 | 26 | 0.4% |
| 23 | 26 | 0.4% |
| 30 | 25 | 0.4% |
| 34 | 24 | 0.4% |
| 7 | 24 | 0.4% |
| 17 | 24 | 0.4% |
| 109 | 23 | 0.4% |
| 1 | 23 | 0.4% |
| Other values (822) | 4285 |
| Value | Count | Frequency (%) |
| -1 | 841 | |
| 0 | 679 | |
| 1 | 23 | 0.4% |
| 2 | 18 | 0.3% |
| 3 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 972 | 1 | |
| 953 | 2 | |
| 949 | 2 | |
| 946 | 2 | |
| 945 | 1 |
이용건수_할부_R12M
Real number (ℝ)
Zeros 
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7745 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 4260 |
| Zeros (%) | 71.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 14 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.020716285 |
|---|---|
| Coefficient of variation (CV) | 2.170018485 |
| Kurtosis | 12.02842649 |
| Mean | 2.7745 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.169978367 |
| Sum | 16647 |
| Variance | 36.24902459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4260 | |
| 4 | 442 | 7.4% |
| 3 | 162 | 2.7% |
| 8 | 141 | 2.4% |
| 7 | 123 | 2.1% |
| 5 | 110 | 1.8% |
| 6 | 83 | 1.4% |
| 11 | 79 | 1.3% |
| 9 | 75 | 1.2% |
| 12 | 73 | 1.2% |
| Other values (34) | 452 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 4260 | |
| 3 | 162 | 2.7% |
| 4 | 442 | 7.4% |
| 5 | 110 | 1.8% |
| 6 | 83 | 1.4% |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 44 | 2 | |
| 43 | 2 | |
| 42 | 2 | |
| 41 | 1 |
이용건수_할부_유이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4876666667 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 5448 |
| Zeros (%) | 90.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.732151248 |
|---|---|
| Coefficient of variation (CV) | 3.551916435 |
| Kurtosis | 22.73299461 |
| Mean | 0.4876666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.383308524 |
| Sum | 2926 |
| Variance | 3.000347947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5448 | |
| 4 | 234 | 3.9% |
| 3 | 100 | 1.7% |
| 5 | 63 | 1.1% |
| 7 | 34 | 0.6% |
| 8 | 31 | 0.5% |
| 6 | 24 | 0.4% |
| 12 | 15 | 0.2% |
| 9 | 15 | 0.2% |
| 11 | 13 | 0.2% |
| Other values (6) | 23 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5448 | |
| 3 | 100 | 1.7% |
| 4 | 234 | 3.9% |
| 5 | 63 | 1.1% |
| 6 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 3 | |
| 13 | 7 |
이용건수_할부_무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.286833333 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 4344 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 12 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.126461425 |
|---|---|
| Coefficient of variation (CV) | 2.24172936 |
| Kurtosis | 15.66402508 |
| Mean | 2.286833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.528208095 |
| Sum | 13721 |
| Variance | 26.28060674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4344 | |
| 4 | 471 | 7.8% |
| 3 | 168 | 2.8% |
| 8 | 151 | 2.5% |
| 7 | 133 | 2.2% |
| 5 | 132 | 2.2% |
| 6 | 102 | 1.7% |
| 9 | 86 | 1.4% |
| 10 | 62 | 1.0% |
| 12 | 57 | 0.9% |
| Other values (29) | 294 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 4344 | |
| 3 | 168 | 2.8% |
| 4 | 471 | 7.8% |
| 5 | 132 | 2.2% |
| 6 | 102 | 1.7% |
| Value | Count | Frequency (%) |
| 40 | 3 | |
| 39 | 1 | < 0.1% |
| 38 | 7 | |
| 37 | 3 | |
| 36 | 5 |
이용건수_CA_R12M
Real number (ℝ)
Zeros 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.014333333 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 5244 |
| Zeros (%) | 87.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.5663587 |
|---|---|
| Coefficient of variation (CV) | 3.515963227 |
| Kurtosis | 19.52250233 |
| Mean | 1.014333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.341425166 |
| Sum | 6086 |
| Variance | 12.71891437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5244 | |
| 4 | 108 | 1.8% |
| 2 | 100 | 1.7% |
| 3 | 92 | 1.5% |
| 5 | 72 | 1.2% |
| 1 | 44 | 0.7% |
| 6 | 35 | 0.6% |
| 7 | 23 | 0.4% |
| 12 | 22 | 0.4% |
| 14 | 21 | 0.4% |
| Other values (17) | 239 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 5244 | |
| 1 | 44 | 0.7% |
| 2 | 100 | 1.7% |
| 3 | 92 | 1.5% |
| 4 | 108 | 1.8% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 25 | 4 | 0.1% |
| 24 | 9 | |
| 23 | 15 | |
| 22 | 10 |
이용건수_체크_R12M
Real number (ℝ)
Zeros 
| Distinct | 456 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.52266667 |
| Minimum | -1 |
|---|---|
| Maximum | 660 |
| Zeros | 4743 |
| Zeros (%) | 79.0% |
| Negative | 90 |
| Negative (%) | 1.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 282.1 |
| Maximum | 660 |
| Range | 661 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 106.3731562 |
|---|---|
| Coefficient of variation (CV) | 2.912524356 |
| Kurtosis | 12.60645755 |
| Mean | 36.52266667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.542098543 |
| Sum | 219136 |
| Variance | 11315.24836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4743 | |
| -1 | 90 | 1.5% |
| 56 | 11 | 0.2% |
| 78 | 11 | 0.2% |
| 42 | 10 | 0.2% |
| 46 | 10 | 0.2% |
| 43 | 10 | 0.2% |
| 30 | 9 | 0.1% |
| 66 | 9 | 0.1% |
| 73 | 9 | 0.1% |
| Other values (446) | 1088 | 18.1% |
| Value | Count | Frequency (%) |
| -1 | 90 | 1.5% |
| 0 | 4743 | |
| 1 | 3 | 0.1% |
| 2 | 4 | 0.1% |
| 3 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 660 | 1 | |
| 659 | 1 | |
| 658 | 1 | |
| 651 | 1 | |
| 647 | 1 |
이용건수_카드론_R12M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08833333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5668 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3884443809 |
|---|---|
| Coefficient of variation (CV) | 4.397483557 |
| Kurtosis | 21.42819378 |
| Mean | 0.08833333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.637293547 |
| Sum | 530 |
| Variance | 0.1508890371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5668 | |
| 2 | 172 | 2.9% |
| 1 | 147 | 2.5% |
| 3 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5668 | |
| 1 | 147 | 2.5% |
| 2 | 172 | 2.9% |
| 3 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 3 | 13 | 0.2% |
| 2 | 172 | 2.9% |
| 1 | 147 | 2.5% |
| 0 | 5668 |
이용금액_일시불_R12M
Real number (ℝ)
Zeros 
| Distinct | 5195 |
|---|---|
| Distinct (%) | 86.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48226.55733 |
| Minimum | -3453 |
|---|---|
| Maximum | 629207 |
| Zeros | 665 |
| Zeros (%) | 11.1% |
| Negative | 273 |
| Negative (%) | 4.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -3453 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4640.25 |
| median | 21133.5 |
| Q3 | 56760.5 |
| 95-th percentile | 189913.05 |
| Maximum | 629207 |
| Range | 632660 |
| Interquartile range (IQR) | 52120.25 |
Descriptive statistics
| Standard deviation | 78744.49423 |
|---|---|
| Coefficient of variation (CV) | 1.632803554 |
| Kurtosis | 14.37786961 |
| Mean | 48226.55733 |
| Median Absolute Deviation (MAD) | 20272.5 |
| Skewness | 3.424003297 |
| Sum | 289359344 |
| Variance | 6200695371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 665 | 11.1% |
| 2466 | 3 | 0.1% |
| 6221 | 3 | 0.1% |
| 9550 | 3 | 0.1% |
| 998 | 3 | 0.1% |
| 5496 | 3 | 0.1% |
| 6502 | 2 | < 0.1% |
| 9411 | 2 | < 0.1% |
| 8049 | 2 | < 0.1% |
| 35183 | 2 | < 0.1% |
| Other values (5185) | 5312 |
| Value | Count | Frequency (%) |
| -3453 | 1 | |
| -3420 | 1 | |
| -3320 | 1 | |
| -3241 | 1 | |
| -3202 | 1 |
| Value | Count | Frequency (%) |
| 629207 | 1 | |
| 598774 | 1 | |
| 597508 | 1 | |
| 596729 | 1 | |
| 586866 | 1 |
이용금액_할부_R12M
Real number (ℝ)
Zeros 
| Distinct | 2498 |
|---|---|
| Distinct (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6713.227333 |
| Minimum | 0 |
|---|---|
| Maximum | 112371 |
| Zeros | 3348 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8049 |
| 95-th percentile | 31936.35 |
| Maximum | 112371 |
| Range | 112371 |
| Interquartile range (IQR) | 8049 |
Descriptive statistics
| Standard deviation | 12426.19378 |
|---|---|
| Coefficient of variation (CV) | 1.851001488 |
| Kurtosis | 11.1958699 |
| Mean | 6713.227333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.919772453 |
| Sum | 40279364 |
| Variance | 154410291.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3348 | |
| 3568 | 5 | 0.1% |
| 1988 | 4 | 0.1% |
| 2354 | 4 | 0.1% |
| 3565 | 3 | 0.1% |
| 7622 | 3 | 0.1% |
| 2235 | 3 | 0.1% |
| 2449 | 3 | 0.1% |
| 19407 | 3 | 0.1% |
| 5871 | 3 | 0.1% |
| Other values (2488) | 2621 |
| Value | Count | Frequency (%) |
| 0 | 3348 | |
| 1030 | 1 | < 0.1% |
| 1047 | 1 | < 0.1% |
| 1151 | 1 | < 0.1% |
| 1186 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 112371 | 1 | |
| 106542 | 1 | |
| 101933 | 1 | |
| 101301 | 1 | |
| 96413 | 1 |
이용금액_할부_유이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 1099 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1751.2855 |
| Minimum | 0 |
|---|---|
| Maximum | 43077 |
| Zeros | 4824 |
| Zeros (%) | 80.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10923.4 |
| Maximum | 43077 |
| Range | 43077 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4451.578829 |
|---|---|
| Coefficient of variation (CV) | 2.54189213 |
| Kurtosis | 14.97113265 |
| Mean | 1751.2855 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.497831378 |
| Sum | 10507713 |
| Variance | 19816554.07 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4824 | |
| 4092 | 3 | 0.1% |
| 6402 | 3 | 0.1% |
| 4522 | 3 | 0.1% |
| 6390 | 2 | < 0.1% |
| 7288 | 2 | < 0.1% |
| 6533 | 2 | < 0.1% |
| 4491 | 2 | < 0.1% |
| 6651 | 2 | < 0.1% |
| 6430 | 2 | < 0.1% |
| Other values (1089) | 1155 | 19.2% |
| Value | Count | Frequency (%) |
| 0 | 4824 | |
| 2188 | 1 | < 0.1% |
| 2350 | 1 | < 0.1% |
| 2364 | 1 | < 0.1% |
| 2417 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43077 | 1 | |
| 39857 | 1 | |
| 38958 | 1 | |
| 37950 | 1 | |
| 35307 | 1 |
이용금액_할부_무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 2276 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4810.902333 |
| Minimum | 0 |
|---|---|
| Maximum | 112371 |
| Zeros | 3569 |
| Zeros (%) | 59.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 6004 |
| 95-th percentile | 22733.8 |
| Maximum | 112371 |
| Range | 112371 |
| Interquartile range (IQR) | 6004 |
Descriptive statistics
| Standard deviation | 9919.201278 |
|---|---|
| Coefficient of variation (CV) | 2.061817221 |
| Kurtosis | 21.70747668 |
| Mean | 4810.902333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.890506997 |
| Sum | 28865414 |
| Variance | 98390554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3569 | |
| 3568 | 5 | 0.1% |
| 2354 | 4 | 0.1% |
| 1988 | 4 | 0.1% |
| 11039 | 3 | 0.1% |
| 10781 | 3 | 0.1% |
| 3042 | 3 | 0.1% |
| 3564 | 3 | 0.1% |
| 2235 | 3 | 0.1% |
| 3033 | 3 | 0.1% |
| Other values (2266) | 2400 |
| Value | Count | Frequency (%) |
| 0 | 3569 | |
| 1005 | 1 | < 0.1% |
| 1030 | 1 | < 0.1% |
| 1047 | 1 | < 0.1% |
| 1090 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 112371 | 1 | |
| 106542 | 1 | |
| 101933 | 1 | |
| 101301 | 1 | |
| 91221 | 1 |
이용금액_부분무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 105 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.9528333 |
| Minimum | 0 |
|---|---|
| Maximum | 9293 |
| Zeros | 5886 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9293 |
| Range | 9293 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1086.294042 |
|---|---|
| Coefficient of variation (CV) | 7.196248115 |
| Kurtosis | 48.28094873 |
| Mean | 150.9528333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.079057576 |
| Sum | 905717 |
| Variance | 1180034.746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 7922 | 2 | < 0.1% |
| 8041 | 2 | < 0.1% |
| 8252 | 2 | < 0.1% |
| 8362 | 2 | < 0.1% |
| 8045 | 2 | < 0.1% |
| 7813 | 2 | < 0.1% |
| 8021 | 2 | < 0.1% |
| 8163 | 2 | < 0.1% |
| 7754 | 2 | < 0.1% |
| Other values (95) | 96 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 6897 | 1 | < 0.1% |
| 6921 | 1 | < 0.1% |
| 7015 | 1 | < 0.1% |
| 7042 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9293 | 1 | |
| 9102 | 1 | |
| 8951 | 1 | |
| 8813 | 1 | |
| 8618 | 1 |
이용금액_CA_R12M
Real number (ℝ)
Zeros 
| Distinct | 755 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6765.902 |
| Minimum | 0 |
|---|---|
| Maximum | 630864 |
| Zeros | 5232 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 22392.95 |
| Maximum | 630864 |
| Range | 630864 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 36029.82021 |
|---|---|
| Coefficient of variation (CV) | 5.325205746 |
| Kurtosis | 108.2519403 |
| Mean | 6765.902 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.096352182 |
| Sum | 40595412 |
| Variance | 1298147944 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5232 | |
| 4659 | 2 | < 0.1% |
| 2981 | 2 | < 0.1% |
| 9223 | 2 | < 0.1% |
| 7108 | 2 | < 0.1% |
| 3620 | 2 | < 0.1% |
| 4684 | 2 | < 0.1% |
| 5725 | 2 | < 0.1% |
| 4608 | 2 | < 0.1% |
| 6235 | 2 | < 0.1% |
| Other values (745) | 750 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 5232 | |
| 1526 | 1 | < 0.1% |
| 1951 | 1 | < 0.1% |
| 1962 | 1 | < 0.1% |
| 2319 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 630864 | 1 | |
| 624582 | 1 | |
| 590535 | 1 | |
| 582727 | 1 | |
| 565772 | 1 |
이용금액_체크_R12M
Real number (ℝ)
| Distinct | 3120 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6960.049167 |
| Minimum | -414 |
|---|---|
| Maximum | 83045 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2601 |
| Negative (%) | 43.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -414 |
|---|---|
| 5-th percentile | -414 |
| Q1 | -414 |
| median | 560 |
| Q3 | 3497.5 |
| 95-th percentile | 52042.25 |
| Maximum | 83045 |
| Range | 83459 |
| Interquartile range (IQR) | 3911.5 |
Descriptive statistics
| Standard deviation | 17106.33339 |
|---|---|
| Coefficient of variation (CV) | 2.457789159 |
| Kurtosis | 8.450474938 |
| Mean | 6960.049167 |
| Median Absolute Deviation (MAD) | 974 |
| Skewness | 3.024592051 |
| Sum | 41760295 |
| Variance | 292626642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -414 | 2265 | |
| 1180 | 5 | 0.1% |
| 1872 | 5 | 0.1% |
| 1578 | 4 | 0.1% |
| 1124 | 4 | 0.1% |
| 2342 | 4 | 0.1% |
| 904 | 4 | 0.1% |
| 172 | 4 | 0.1% |
| 905 | 4 | 0.1% |
| 249 | 4 | 0.1% |
| Other values (3110) | 3697 |
| Value | Count | Frequency (%) |
| -414 | 2265 | |
| -411 | 1 | < 0.1% |
| -410 | 1 | < 0.1% |
| -408 | 2 | < 0.1% |
| -406 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 83045 | 1 | |
| 82947 | 1 | |
| 82857 | 1 | |
| 82844 | 1 | |
| 82731 | 1 |
이용금액_카드론_R12M
Real number (ℝ)
Zeros 
| Distinct | 268 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3252.368833 |
| Minimum | 0 |
|---|---|
| Maximum | 142521 |
| Zeros | 5729 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 142521 |
| Range | 142521 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 17260.61768 |
|---|---|
| Coefficient of variation (CV) | 5.307091099 |
| Kurtosis | 43.66202424 |
| Mean | 3252.368833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.38566375 |
| Sum | 19514213 |
| Variance | 297928922.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5729 | |
| 47045 | 2 | < 0.1% |
| 46154 | 2 | < 0.1% |
| 47479 | 2 | < 0.1% |
| 46687 | 2 | < 0.1% |
| 47314 | 1 | < 0.1% |
| 46521 | 1 | < 0.1% |
| 137300 | 1 | < 0.1% |
| 47638 | 1 | < 0.1% |
| 133565 | 1 | < 0.1% |
| Other values (258) | 258 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 5729 | |
| 20194 | 1 | < 0.1% |
| 21105 | 1 | < 0.1% |
| 45223 | 1 | < 0.1% |
| 45237 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 142521 | 1 | |
| 142344 | 1 | |
| 141876 | 1 | |
| 141845 | 1 | |
| 141632 | 1 |
최대이용금액_일시불_R12M
Real number (ℝ)
Zeros 
| Distinct | 4522 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9914.692333 |
| Minimum | 0 |
|---|---|
| Maximum | 211016 |
| Zeros | 664 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1010 |
| median | 4474 |
| Q3 | 11487 |
| 95-th percentile | 36825.85 |
| Maximum | 211016 |
| Range | 211016 |
| Interquartile range (IQR) | 10477 |
Descriptive statistics
| Standard deviation | 17398.2395 |
|---|---|
| Coefficient of variation (CV) | 1.754793686 |
| Kurtosis | 30.66079018 |
| Mean | 9914.692333 |
| Median Absolute Deviation (MAD) | 4097.5 |
| Skewness | 4.665980047 |
| Sum | 59488154 |
| Variance | 302698737.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 664 | 11.1% |
| 18 | 16 | 0.3% |
| 14 | 16 | 0.3% |
| 16 | 14 | 0.2% |
| 15 | 12 | 0.2% |
| 12 | 12 | 0.2% |
| 17 | 10 | 0.2% |
| 19 | 9 | 0.1% |
| 20 | 8 | 0.1% |
| 13 | 8 | 0.1% |
| Other values (4512) | 5231 |
| Value | Count | Frequency (%) |
| 0 | 664 | |
| 9 | 2 | < 0.1% |
| 10 | 4 | 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 211016 | 1 | |
| 194165 | 1 | |
| 190578 | 1 | |
| 189121 | 1 | |
| 185296 | 1 |
최대이용금액_할부_R12M
Real number (ℝ)
Zeros 
| Distinct | 2461 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3679.4935 |
| Minimum | 0 |
|---|---|
| Maximum | 32866 |
| Zeros | 3339 |
| Zeros (%) | 55.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 6150.25 |
| 95-th percentile | 15205.6 |
| Maximum | 32866 |
| Range | 32866 |
| Interquartile range (IQR) | 6150.25 |
Descriptive statistics
| Standard deviation | 5604.798236 |
|---|---|
| Coefficient of variation (CV) | 1.523252653 |
| Kurtosis | 4.12495315 |
| Mean | 3679.4935 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.927259923 |
| Sum | 22076961 |
| Variance | 31413763.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 4004 | 3 | 0.1% |
| 3693 | 3 | 0.1% |
| 5613 | 3 | 0.1% |
| 4566 | 3 | 0.1% |
| 4426 | 3 | 0.1% |
| 5899 | 3 | 0.1% |
| 6201 | 3 | 0.1% |
| 3846 | 3 | 0.1% |
| 7281 | 3 | 0.1% |
| Other values (2451) | 2634 |
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 13 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| 92 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 32866 | 1 | |
| 31683 | 1 | |
| 31250 | 1 | |
| 31174 | 1 | |
| 30926 | 1 |
최대이용금액_할부_유이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 1180 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1329.0805 |
| Minimum | 0 |
|---|---|
| Maximum | 17420 |
| Zeros | 4759 |
| Zeros (%) | 79.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8402.1 |
| Maximum | 17420 |
| Range | 17420 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2957.325863 |
|---|---|
| Coefficient of variation (CV) | 2.225091605 |
| Kurtosis | 4.922880923 |
| Mean | 1329.0805 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.334221906 |
| Sum | 7974483 |
| Variance | 8745776.26 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4759 | |
| 5618 | 3 | 0.1% |
| 5085 | 3 | 0.1% |
| 8811 | 2 | < 0.1% |
| 6729 | 2 | < 0.1% |
| 8053 | 2 | < 0.1% |
| 6853 | 2 | < 0.1% |
| 5126 | 2 | < 0.1% |
| 4890 | 2 | < 0.1% |
| 5050 | 2 | < 0.1% |
| Other values (1170) | 1221 | 20.3% |
| Value | Count | Frequency (%) |
| 0 | 4759 | |
| 417 | 1 | < 0.1% |
| 716 | 1 | < 0.1% |
| 719 | 1 | < 0.1% |
| 730 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17420 | 1 | |
| 17410 | 1 | |
| 17112 | 1 | |
| 16984 | 1 | |
| 16170 | 1 |
최대이용금액_할부_무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 2191 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3135.904167 |
| Minimum | 0 |
|---|---|
| Maximum | 32866 |
| Zeros | 3660 |
| Zeros (%) | 61.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4786.25 |
| 95-th percentile | 14992.6 |
| Maximum | 32866 |
| Range | 32866 |
| Interquartile range (IQR) | 4786.25 |
Descriptive statistics
| Standard deviation | 5490.037906 |
|---|---|
| Coefficient of variation (CV) | 1.750703342 |
| Kurtosis | 5.445477137 |
| Mean | 3135.904167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.245371349 |
| Sum | 18815425 |
| Variance | 30140516.21 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3660 | |
| 4245 | 3 | 0.1% |
| 3693 | 3 | 0.1% |
| 3473 | 3 | 0.1% |
| 4004 | 3 | 0.1% |
| 4704 | 2 | < 0.1% |
| 3740 | 2 | < 0.1% |
| 5478 | 2 | < 0.1% |
| 4225 | 2 | < 0.1% |
| 2809 | 2 | < 0.1% |
| Other values (2181) | 2318 |
| Value | Count | Frequency (%) |
| 0 | 3660 | |
| 13 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 81 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 32866 | 1 | |
| 31683 | 1 | |
| 31250 | 1 | |
| 31174 | 1 | |
| 30926 | 1 |
최대이용금액_부분무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.1701667 |
| Minimum | 0 |
|---|---|
| Maximum | 9343 |
| Zeros | 5886 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9343 |
| Range | 9343 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1024.426306 |
|---|---|
| Coefficient of variation (CV) | 7.205634836 |
| Kurtosis | 48.86654876 |
| Mean | 142.1701667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.108975717 |
| Sum | 853021 |
| Variance | 1049449.255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 7379 | 2 | < 0.1% |
| 7219 | 2 | < 0.1% |
| 7309 | 2 | < 0.1% |
| 7343 | 2 | < 0.1% |
| 9018 | 1 | < 0.1% |
| 7371 | 1 | < 0.1% |
| 6832 | 1 | < 0.1% |
| 7084 | 1 | < 0.1% |
| 7664 | 1 | < 0.1% |
| Other values (101) | 101 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 6214 | 1 | < 0.1% |
| 6263 | 1 | < 0.1% |
| 6297 | 1 | < 0.1% |
| 6487 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9343 | 1 | |
| 9018 | 1 | |
| 8782 | 1 | |
| 8764 | 1 | |
| 8631 | 1 |
최대이용금액_CA_R12M
Real number (ℝ)
Zeros 
| Distinct | 744 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1386.767833 |
| Minimum | 0 |
|---|---|
| Maximum | 97726 |
| Zeros | 5232 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8200.75 |
| Maximum | 97726 |
| Range | 97726 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5496.809428 |
|---|---|
| Coefficient of variation (CV) | 3.963756078 |
| Kurtosis | 67.64857611 |
| Mean | 1386.767833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.002644492 |
| Sum | 8320607 |
| Variance | 30214913.89 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5232 | |
| 3633 | 3 | 0.1% |
| 3432 | 3 | 0.1% |
| 4349 | 2 | < 0.1% |
| 4682 | 2 | < 0.1% |
| 4225 | 2 | < 0.1% |
| 4834 | 2 | < 0.1% |
| 4939 | 2 | < 0.1% |
| 3515 | 2 | < 0.1% |
| 3963 | 2 | < 0.1% |
| Other values (734) | 748 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 5232 | |
| 1612 | 1 | < 0.1% |
| 1967 | 1 | < 0.1% |
| 1978 | 1 | < 0.1% |
| 2042 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 97726 | 1 | |
| 72318 | 1 | |
| 70314 | 1 | |
| 69890 | 1 | |
| 69186 | 1 |
최대이용금액_체크_R12M
Real number (ℝ)
Zeros 
| Distinct | 1168 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1763.7835 |
| Minimum | 0 |
|---|---|
| Maximum | 75295 |
| Zeros | 4733 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8454.5 |
| Maximum | 75295 |
| Range | 75295 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6522.914632 |
|---|---|
| Coefficient of variation (CV) | 3.698251306 |
| Kurtosis | 44.40935853 |
| Mean | 1763.7835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.135220381 |
| Sum | 10582701 |
| Variance | 42548415.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4733 | |
| 870 | 3 | 0.1% |
| 795 | 3 | 0.1% |
| 822 | 3 | 0.1% |
| 1214 | 3 | 0.1% |
| 950 | 3 | 0.1% |
| 1259 | 3 | 0.1% |
| 990 | 3 | 0.1% |
| 3900 | 3 | 0.1% |
| 1009 | 3 | 0.1% |
| Other values (1158) | 1240 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 4733 | |
| 412 | 1 | < 0.1% |
| 429 | 1 | < 0.1% |
| 456 | 1 | < 0.1% |
| 493 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 75295 | 1 | |
| 74828 | 1 | |
| 73712 | 1 | |
| 72811 | 1 | |
| 72518 | 1 |
최대이용금액_카드론_R12M
Real number (ℝ)
Zeros 
| Distinct | 248 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3047.826167 |
| Minimum | 0 |
|---|---|
| Maximum | 195534 |
| Zeros | 5749 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 195534 |
| Range | 195534 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 17491.74443 |
|---|---|
| Coefficient of variation (CV) | 5.739088608 |
| Kurtosis | 47.37795091 |
| Mean | 3047.826167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.688524093 |
| Sum | 18286957 |
| Variance | 305961123.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5749 | |
| 20694 | 2 | < 0.1% |
| 74339 | 2 | < 0.1% |
| 21009 | 2 | < 0.1% |
| 74166 | 2 | < 0.1% |
| 194780 | 1 | < 0.1% |
| 75663 | 1 | < 0.1% |
| 76193 | 1 | < 0.1% |
| 20743 | 1 | < 0.1% |
| 140617 | 1 | < 0.1% |
| Other values (238) | 238 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 5749 | |
| 20039 | 1 | < 0.1% |
| 20074 | 1 | < 0.1% |
| 20166 | 1 | < 0.1% |
| 20359 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 195534 | 1 | |
| 194780 | 1 | |
| 191365 | 1 | |
| 145885 | 1 | |
| 143079 | 1 |
이용개월수_신용_R12M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.896 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 636 |
| Zeros (%) | 10.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.249218749 |
|---|---|
| Coefficient of variation (CV) | 0.4776549853 |
| Kurtosis | -0.3048114931 |
| Mean | 8.896 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.099295171 |
| Sum | 53376 |
| Variance | 18.05585998 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3205 | |
| 0 | 636 | 10.6% |
| 10 | 432 | 7.2% |
| 9 | 363 | 6.0% |
| 8 | 242 | 4.0% |
| 2 | 183 | 3.0% |
| 7 | 174 | 2.9% |
| 3 | 157 | 2.6% |
| 4 | 155 | 2.6% |
| 5 | 155 | 2.6% |
| Other values (3) | 298 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 636 | |
| 1 | 63 | 1.1% |
| 2 | 183 | 3.0% |
| 3 | 157 | 2.6% |
| 4 | 155 | 2.6% |
| Value | Count | Frequency (%) |
| 12 | 3205 | |
| 11 | 94 | 1.6% |
| 10 | 432 | 7.2% |
| 9 | 363 | 6.0% |
| 8 | 242 | 4.0% |
이용개월수_신판_R12M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8325 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 641 |
| Zeros (%) | 10.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.280283934 |
|---|---|
| Coefficient of variation (CV) | 0.4846061629 |
| Kurtosis | -0.393592988 |
| Mean | 8.8325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.061061719 |
| Sum | 52995 |
| Variance | 18.32083056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3194 | |
| 0 | 641 | 10.7% |
| 9 | 386 | 6.4% |
| 10 | 372 | 6.2% |
| 8 | 253 | 4.2% |
| 3 | 175 | 2.9% |
| 7 | 174 | 2.9% |
| 2 | 168 | 2.8% |
| 5 | 164 | 2.7% |
| 6 | 150 | 2.5% |
| Other values (3) | 323 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 641 | |
| 1 | 86 | 1.4% |
| 2 | 168 | 2.8% |
| 3 | 175 | 2.9% |
| 4 | 149 | 2.5% |
| Value | Count | Frequency (%) |
| 12 | 3194 | |
| 11 | 88 | 1.5% |
| 10 | 372 | 6.2% |
| 9 | 386 | 6.4% |
| 8 | 253 | 4.2% |
이용개월수_일시불_R12M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.790666667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 665 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.308975992 |
|---|---|
| Coefficient of variation (CV) | 0.4901762466 |
| Kurtosis | -0.4447320584 |
| Mean | 8.790666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.041504116 |
| Sum | 52744 |
| Variance | 18.5672741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3175 | |
| 0 | 665 | 11.1% |
| 10 | 389 | 6.5% |
| 9 | 363 | 6.0% |
| 8 | 250 | 4.2% |
| 7 | 178 | 3.0% |
| 2 | 177 | 2.9% |
| 4 | 175 | 2.9% |
| 3 | 160 | 2.7% |
| 5 | 156 | 2.6% |
| Other values (3) | 312 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 76 | 1.3% |
| 2 | 177 | 2.9% |
| 3 | 160 | 2.7% |
| 4 | 175 | 2.9% |
| Value | Count | Frequency (%) |
| 12 | 3175 | |
| 11 | 87 | 1.5% |
| 10 | 389 | 6.5% |
| 9 | 363 | 6.0% |
| 8 | 250 | 4.2% |
이용개월수_할부_R12M
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.772833333 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 3260 |
| Zeros (%) | 54.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.731264409 |
|---|---|
| Coefficient of variation (CV) | 1.540621083 |
| Kurtosis | 1.494450675 |
| Mean | 1.772833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.602521205 |
| Sum | 10637 |
| Variance | 7.459805273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3260 | |
| 1 | 765 | 12.8% |
| 2 | 466 | 7.8% |
| 3 | 283 | 4.7% |
| 4 | 247 | 4.1% |
| 5 | 205 | 3.4% |
| 6 | 182 | 3.0% |
| 7 | 168 | 2.8% |
| 8 | 164 | 2.7% |
| 10 | 144 | 2.4% |
| Other values (2) | 116 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 3260 | |
| 1 | 765 | 12.8% |
| 2 | 466 | 7.8% |
| 3 | 283 | 4.7% |
| 4 | 247 | 4.1% |
| Value | Count | Frequency (%) |
| 11 | 7 | 0.1% |
| 10 | 144 | |
| 9 | 109 | |
| 8 | 164 | |
| 7 | 168 |
이용개월수_할부_유이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3991666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 4719 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9090124804 |
|---|---|
| Coefficient of variation (CV) | 2.277275525 |
| Kurtosis | 6.016789017 |
| Mean | 0.3991666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.551109192 |
| Sum | 2395 |
| Variance | 0.8263036895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4719 | |
| 1 | 647 | 10.8% |
| 2 | 319 | 5.3% |
| 4 | 165 | 2.8% |
| 3 | 150 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 4719 | |
| 1 | 647 | 10.8% |
| 2 | 319 | 5.3% |
| 3 | 150 | 2.5% |
| 4 | 165 | 2.8% |
| Value | Count | Frequency (%) |
| 4 | 165 | 2.8% |
| 3 | 150 | 2.5% |
| 2 | 319 | 5.3% |
| 1 | 647 | 10.8% |
| 0 | 4719 |
이용개월수_할부_무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.459666667 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 3522 |
| Zeros (%) | 58.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.360501758 |
|---|---|
| Coefficient of variation (CV) | 1.617151239 |
| Kurtosis | 1.933342994 |
| Mean | 1.459666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.709566813 |
| Sum | 8758 |
| Variance | 5.57196855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 688 | 11.5% |
| 2 | 452 | 7.5% |
| 3 | 332 | 5.5% |
| 4 | 226 | 3.8% |
| 5 | 195 | 3.2% |
| 6 | 188 | 3.1% |
| 7 | 140 | 2.3% |
| 8 | 130 | 2.2% |
| 9 | 127 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 688 | 11.5% |
| 2 | 452 | 7.5% |
| 3 | 332 | 5.5% |
| 4 | 226 | 3.8% |
| Value | Count | Frequency (%) |
| 9 | 127 | |
| 8 | 130 | |
| 7 | 140 | |
| 6 | 188 | |
| 5 | 195 |
이용개월수_부분무이자_R12M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.019 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5886 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1365361015 |
|---|---|
| Coefficient of variation (CV) | 7.186110606 |
| Kurtosis | 47.69168057 |
| Mean | 0.019 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.048104955 |
| Sum | 114 |
| Variance | 0.01864210702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 1 | 114 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 1 | 114 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 114 | 1.9% |
| 0 | 5886 |
이용개월수_CA_R12M
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5773333333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 5233 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.847860561 |
|---|---|
| Coefficient of variation (CV) | 3.200682265 |
| Kurtosis | 14.14165737 |
| Mean | 0.5773333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.729122233 |
| Sum | 3464 |
| Variance | 3.414588654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5233 | |
| 2 | 209 | 3.5% |
| 3 | 111 | 1.8% |
| 8 | 88 | 1.5% |
| 1 | 82 | 1.4% |
| 7 | 59 | 1.0% |
| 6 | 58 | 1.0% |
| 5 | 42 | 0.7% |
| 4 | 40 | 0.7% |
| 9 | 38 | 0.6% |
| Other values (2) | 40 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 5233 | |
| 1 | 82 | 1.4% |
| 2 | 209 | 3.5% |
| 3 | 111 | 1.8% |
| 4 | 40 | 0.7% |
| Value | Count | Frequency (%) |
| 12 | 27 | 0.4% |
| 10 | 13 | 0.2% |
| 9 | 38 | |
| 8 | 88 | |
| 7 | 59 |
이용개월수_체크_R12M
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.734166667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 4734 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.753866614 |
|---|---|
| Coefficient of variation (CV) | 2.16465158 |
| Kurtosis | 2.356442488 |
| Mean | 1.734166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.984237587 |
| Sum | 10405 |
| Variance | 14.09151456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4734 | |
| 12 | 517 | 8.6% |
| 8 | 208 | 3.5% |
| 3 | 188 | 3.1% |
| 7 | 96 | 1.6% |
| 4 | 65 | 1.1% |
| 9 | 64 | 1.1% |
| 2 | 57 | 0.9% |
| 6 | 44 | 0.7% |
| 5 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4734 | |
| 1 | 12 | 0.2% |
| 2 | 57 | 0.9% |
| 3 | 188 | 3.1% |
| 4 | 65 | 1.1% |
| Value | Count | Frequency (%) |
| 12 | 517 | |
| 9 | 64 | 1.1% |
| 8 | 208 | |
| 7 | 96 | 1.6% |
| 6 | 44 | 0.7% |
이용개월수_카드론_R12M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.055 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5686 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2394115417 |
|---|---|
| Coefficient of variation (CV) | 4.352937122 |
| Kurtosis | 20.70129423 |
| Mean | 0.055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.47499847 |
| Sum | 330 |
| Variance | 0.05731788631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5686 | |
| 1 | 298 | 5.0% |
| 2 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5686 | |
| 1 | 298 | 5.0% |
| 2 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 2 | 16 | 0.3% |
| 1 | 298 | 5.0% |
| 0 | 5686 |
이용건수_신용_R6M
Real number (ℝ)
Zeros 
| Distinct | 507 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.8405 |
| Minimum | -17 |
|---|---|
| Maximum | 526 |
| Zeros | 116 |
| Zeros (%) | 1.9% |
| Negative | 1133 |
| Negative (%) | 18.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -17 |
|---|---|
| 5-th percentile | -4 |
| Q1 | 3 |
| median | 39 |
| Q3 | 130 |
| 95-th percentile | 389 |
| Maximum | 526 |
| Range | 543 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 121.6276323 |
|---|---|
| Coefficient of variation (CV) | 1.338914166 |
| Kurtosis | 1.781975199 |
| Mean | 90.8405 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 1.610634406 |
| Sum | 545043 |
| Variance | 14793.28094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2 | 613 | 10.2% |
| -1 | 117 | 1.9% |
| 0 | 116 | 1.9% |
| 1 | 115 | 1.9% |
| 2 | 89 | 1.5% |
| 5 | 74 | 1.2% |
| 6 | 71 | 1.2% |
| 7 | 69 | 1.1% |
| 8 | 66 | 1.1% |
| -3 | 66 | 1.1% |
| Other values (497) | 4604 |
| Value | Count | Frequency (%) |
| -17 | 2 | < 0.1% |
| -16 | 3 | |
| -15 | 4 | |
| -14 | 4 | |
| -13 | 7 |
| Value | Count | Frequency (%) |
| 526 | 1 | < 0.1% |
| 512 | 3 | |
| 507 | 1 | < 0.1% |
| 505 | 1 | < 0.1% |
| 502 | 1 | < 0.1% |
이용건수_신판_R6M
Real number (ℝ)
Zeros 
| Distinct | 505 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.34716667 |
| Minimum | -17 |
|---|---|
| Maximum | 526 |
| Zeros | 117 |
| Zeros (%) | 1.9% |
| Negative | 1164 |
| Negative (%) | 19.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -17 |
|---|---|
| 5-th percentile | -4 |
| Q1 | 3 |
| median | 38 |
| Q3 | 129 |
| 95-th percentile | 389 |
| Maximum | 526 |
| Range | 543 |
| Interquartile range (IQR) | 126 |
Descriptive statistics
| Standard deviation | 121.5822589 |
|---|---|
| Coefficient of variation (CV) | 1.345722986 |
| Kurtosis | 1.798942494 |
| Mean | 90.34716667 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 1.615443147 |
| Sum | 542083 |
| Variance | 14782.24568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2 | 629 | 10.5% |
| -1 | 119 | 2.0% |
| 1 | 119 | 2.0% |
| 0 | 117 | 1.9% |
| 2 | 91 | 1.5% |
| 5 | 69 | 1.1% |
| 8 | 67 | 1.1% |
| -5 | 66 | 1.1% |
| -3 | 65 | 1.1% |
| 7 | 65 | 1.1% |
| Other values (495) | 4593 |
| Value | Count | Frequency (%) |
| -17 | 2 | < 0.1% |
| -16 | 3 | 0.1% |
| -15 | 4 | |
| -14 | 4 | |
| -13 | 8 |
| Value | Count | Frequency (%) |
| 526 | 1 | |
| 512 | 2 | |
| 511 | 1 | |
| 507 | 1 | |
| 505 | 1 |
이용건수_일시불_R6M
Real number (ℝ)
Zeros 
| Distinct | 505 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.12616667 |
| Minimum | -17 |
|---|---|
| Maximum | 514 |
| Zeros | 106 |
| Zeros (%) | 1.8% |
| Negative | 1239 |
| Negative (%) | 20.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -17 |
|---|---|
| 5-th percentile | -4 |
| Q1 | 2 |
| median | 37 |
| Q3 | 127 |
| 95-th percentile | 384.05 |
| Maximum | 514 |
| Range | 531 |
| Interquartile range (IQR) | 125 |
Descriptive statistics
| Standard deviation | 120.910291 |
|---|---|
| Coefficient of variation (CV) | 1.356619447 |
| Kurtosis | 1.824581314 |
| Mean | 89.12616667 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 1.624702423 |
| Sum | 534757 |
| Variance | 14619.29847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2 | 705 | 11.8% |
| 1 | 107 | 1.8% |
| -1 | 107 | 1.8% |
| 0 | 106 | 1.8% |
| 2 | 78 | 1.3% |
| -3 | 71 | 1.2% |
| 5 | 70 | 1.2% |
| -4 | 66 | 1.1% |
| 6 | 66 | 1.1% |
| -5 | 64 | 1.1% |
| Other values (495) | 4560 |
| Value | Count | Frequency (%) |
| -17 | 2 | < 0.1% |
| -16 | 4 | |
| -15 | 4 | |
| -14 | 4 | |
| -13 | 8 |
| Value | Count | Frequency (%) |
| 514 | 1 | |
| 511 | 1 | |
| 507 | 2 | |
| 503 | 1 | |
| 502 | 1 |
이용건수_할부_R6M
Real number (ℝ)
Zeros 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.221 |
| Minimum | -1 |
|---|---|
| Maximum | 19 |
| Zeros | 4367 |
| Zeros (%) | 72.8% |
| Negative | 6 |
| Negative (%) | 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 19 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.843150761 |
|---|---|
| Coefficient of variation (CV) | 2.328542802 |
| Kurtosis | 10.66839938 |
| Mean | 1.221 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.109673456 |
| Sum | 7326 |
| Variance | 8.083506251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4367 | |
| 1 | 408 | 6.8% |
| 2 | 246 | 4.1% |
| 3 | 204 | 3.4% |
| 6 | 152 | 2.5% |
| 4 | 150 | 2.5% |
| 5 | 110 | 1.8% |
| 7 | 87 | 1.5% |
| 8 | 51 | 0.9% |
| 12 | 40 | 0.7% |
| Other values (11) | 185 | 3.1% |
| Value | Count | Frequency (%) |
| -1 | 6 | 0.1% |
| 0 | 4367 | |
| 1 | 408 | 6.8% |
| 2 | 246 | 4.1% |
| 3 | 204 | 3.4% |
| Value | Count | Frequency (%) |
| 19 | 3 | 0.1% |
| 18 | 6 | 0.1% |
| 17 | 14 | |
| 16 | 25 | |
| 15 | 13 |
이용건수_할부_유이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2043333333 |
| Minimum | -1 |
|---|---|
| Maximum | 6 |
| Zeros | 5432 |
| Zeros (%) | 90.5% |
| Negative | 15 |
| Negative (%) | 0.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8037550783 |
|---|---|
| Coefficient of variation (CV) | 3.933548507 |
| Kurtosis | 23.93255609 |
| Mean | 0.2043333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.730119074 |
| Sum | 1226 |
| Variance | 0.6460222259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5432 | |
| 1 | 274 | 4.6% |
| 2 | 95 | 1.6% |
| 4 | 65 | 1.1% |
| 3 | 50 | 0.8% |
| 5 | 47 | 0.8% |
| 6 | 22 | 0.4% |
| -1 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| -1 | 15 | 0.2% |
| 0 | 5432 | |
| 1 | 274 | 4.6% |
| 2 | 95 | 1.6% |
| 3 | 50 | 0.8% |
| Value | Count | Frequency (%) |
| 6 | 22 | 0.4% |
| 5 | 47 | |
| 4 | 65 | |
| 3 | 50 | |
| 2 | 95 |
이용건수_할부_무이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.013666667 |
| Minimum | -1 |
|---|---|
| Maximum | 18 |
| Zeros | 4515 |
| Zeros (%) | 75.2% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 18 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.488810744 |
|---|---|
| Coefficient of variation (CV) | 2.455255584 |
| Kurtosis | 12.48865533 |
| Mean | 1.013666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.332963774 |
| Sum | 6082 |
| Variance | 6.194178919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4515 | |
| 1 | 381 | 6.3% |
| 2 | 288 | 4.8% |
| 3 | 194 | 3.2% |
| 6 | 136 | 2.3% |
| 4 | 129 | 2.1% |
| 7 | 76 | 1.3% |
| 5 | 76 | 1.3% |
| 8 | 42 | 0.7% |
| 12 | 36 | 0.6% |
| Other values (10) | 127 | 2.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 0 | 4515 | |
| 1 | 381 | 6.3% |
| 2 | 288 | 4.8% |
| 3 | 194 | 3.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 17 | 8 | |
| 16 | 13 | |
| 15 | 9 | |
| 14 | 17 |
이용건수_부분무이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5982 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05469459373 |
|---|---|
| Coefficient of variation (CV) | 18.23153124 |
| Kurtosis | 328.6111209 |
| Mean | 0.003 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.17970253 |
| Sum | 18 |
| Variance | 0.002991498583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5982 | |
| 1 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5982 | |
| 1 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 18 | 0.3% |
| 0 | 5982 |
이용건수_CA_R6M
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4933333333 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 5532 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.030675461 |
|---|---|
| Coefficient of variation (CV) | 4.116234043 |
| Kurtosis | 20.11854188 |
| Mean | 0.4933333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.537770086 |
| Sum | 2960 |
| Variance | 4.123642829 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5532 | |
| 2 | 97 | 1.6% |
| 3 | 62 | 1.0% |
| 12 | 55 | 0.9% |
| 10 | 50 | 0.8% |
| 11 | 33 | 0.5% |
| 1 | 31 | 0.5% |
| 8 | 30 | 0.5% |
| 9 | 28 | 0.5% |
| 4 | 19 | 0.3% |
| Other values (5) | 63 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 5532 | |
| 1 | 31 | 0.5% |
| 2 | 97 | 1.6% |
| 3 | 62 | 1.0% |
| 4 | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 10 | 0.2% |
| 12 | 55 | |
| 11 | 33 | |
| 10 | 50 |
이용건수_체크_R6M
Real number (ℝ)
Zeros 
| Distinct | 299 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.807 |
| Minimum | -1 |
|---|---|
| Maximum | 377 |
| Zeros | 4954 |
| Zeros (%) | 82.6% |
| Negative | 36 |
| Negative (%) | 0.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 145.05 |
| Maximum | 377 |
| Range | 378 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 56.45936616 |
|---|---|
| Coefficient of variation (CV) | 3.002039994 |
| Kurtosis | 13.71813298 |
| Mean | 18.807 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.654847895 |
| Sum | 112842 |
| Variance | 3187.660028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4954 | |
| -1 | 36 | 0.6% |
| 23 | 11 | 0.2% |
| 33 | 10 | 0.2% |
| 12 | 10 | 0.2% |
| 71 | 10 | 0.2% |
| 16 | 10 | 0.2% |
| 31 | 9 | 0.1% |
| 29 | 9 | 0.1% |
| 46 | 9 | 0.1% |
| Other values (289) | 932 | 15.5% |
| Value | Count | Frequency (%) |
| -1 | 36 | 0.6% |
| 0 | 4954 | |
| 1 | 4 | 0.1% |
| 2 | 6 | 0.1% |
| 3 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 377 | 1 | |
| 369 | 1 | |
| 367 | 1 | |
| 363 | 2 | |
| 345 | 1 |
이용건수_카드론_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01683333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5899 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1286574172 |
|---|---|
| Coefficient of variation (CV) | 7.643014886 |
| Kurtosis | 54.46944259 |
| Mean | 0.01683333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.513407098 |
| Sum | 101 |
| Variance | 0.01655273101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5899 | |
| 1 | 101 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 5899 | |
| 1 | 101 | 1.7% |
| Value | Count | Frequency (%) |
| 1 | 101 | 1.7% |
| 0 | 5899 |
이용금액_일시불_R6M
Real number (ℝ)
Zeros 
| Distinct | 5124 |
|---|---|
| Distinct (%) | 85.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22279.015 |
| Minimum | -13278 |
|---|---|
| Maximum | 156477 |
| Zeros | 624 |
| Zeros (%) | 10.4% |
| Negative | 820 |
| Negative (%) | 13.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -13278 |
|---|---|
| 5-th percentile | -2425.1 |
| Q1 | 192 |
| median | 11985 |
| Q3 | 31492 |
| 95-th percentile | 91399.65 |
| Maximum | 156477 |
| Range | 169755 |
| Interquartile range (IQR) | 31300 |
Descriptive statistics
| Standard deviation | 29982.63695 |
|---|---|
| Coefficient of variation (CV) | 1.345779288 |
| Kurtosis | 3.267648745 |
| Mean | 22279.015 |
| Median Absolute Deviation (MAD) | 11985 |
| Skewness | 1.844983091 |
| Sum | 133674090 |
| Variance | 898958518.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 624 | 10.4% |
| -11655 | 14 | 0.2% |
| 8290 | 3 | 0.1% |
| 17421 | 3 | 0.1% |
| -51 | 3 | 0.1% |
| 19337 | 3 | 0.1% |
| -707 | 3 | 0.1% |
| 6961 | 3 | 0.1% |
| -1189 | 3 | 0.1% |
| -1142 | 3 | 0.1% |
| Other values (5114) | 5338 |
| Value | Count | Frequency (%) |
| -13278 | 1 | < 0.1% |
| -12202 | 1 | < 0.1% |
| -12109 | 1 | < 0.1% |
| -11655 | 14 | |
| -11226 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 156477 | 1 | |
| 154008 | 1 | |
| 153242 | 1 | |
| 151480 | 1 | |
| 146508 | 1 |
이용금액_할부_R6M
Real number (ℝ)
Zeros 
| Distinct | 1779 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3379.4155 |
| Minimum | -5692 |
|---|---|
| Maximum | 62946 |
| Zeros | 2928 |
| Zeros (%) | 48.8% |
| Negative | 851 |
| Negative (%) | 14.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -5692 |
|---|---|
| 5-th percentile | -39 |
| Q1 | 0 |
| median | 0 |
| Q3 | 236.5 |
| 95-th percentile | 21970.55 |
| Maximum | 62946 |
| Range | 68638 |
| Interquartile range (IQR) | 236.5 |
Descriptive statistics
| Standard deviation | 7866.906854 |
|---|---|
| Coefficient of variation (CV) | 2.327889795 |
| Kurtosis | 8.957821638 |
| Mean | 3379.4155 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.873820696 |
| Sum | 20276493 |
| Variance | 61888223.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2928 | |
| -5 | 30 | 0.5% |
| 18 | 25 | 0.4% |
| -10 | 24 | 0.4% |
| -11 | 22 | 0.4% |
| -18 | 21 | 0.4% |
| 5 | 20 | 0.3% |
| -3 | 20 | 0.3% |
| -17 | 18 | 0.3% |
| 8 | 18 | 0.3% |
| Other values (1769) | 2874 |
| Value | Count | Frequency (%) |
| -5692 | 1 | |
| -5626 | 1 | |
| -4432 | 1 | |
| -4304 | 1 | |
| -3954 | 1 |
| Value | Count | Frequency (%) |
| 62946 | 1 | |
| 60157 | 1 | |
| 56796 | 1 | |
| 52624 | 1 | |
| 51709 | 1 |
이용금액_할부_유이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 519 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 829.8891667 |
| Minimum | -7349 |
|---|---|
| Maximum | 31974 |
| Zeros | 5474 |
| Zeros (%) | 91.2% |
| Negative | 14 |
| Negative (%) | 0.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -7349 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7192.7 |
| Maximum | 31974 |
| Range | 39323 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3252.335713 |
|---|---|
| Coefficient of variation (CV) | 3.919000083 |
| Kurtosis | 26.32010993 |
| Mean | 829.8891667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.804139675 |
| Sum | 4979335 |
| Variance | 10577687.59 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5474 | |
| -1086 | 2 | < 0.1% |
| 4470 | 2 | < 0.1% |
| 7035 | 2 | < 0.1% |
| 8205 | 2 | < 0.1% |
| 4940 | 2 | < 0.1% |
| 9356 | 2 | < 0.1% |
| 7020 | 2 | < 0.1% |
| 10453 | 2 | < 0.1% |
| 8336 | 1 | < 0.1% |
| Other values (509) | 509 | 8.5% |
| Value | Count | Frequency (%) |
| -7349 | 1 | |
| -4627 | 1 | |
| -4370 | 1 | |
| -3930 | 1 | |
| -3506 | 1 |
| Value | Count | Frequency (%) |
| 31974 | 1 | |
| 30092 | 1 | |
| 29989 | 1 | |
| 29592 | 1 | |
| 28042 | 1 |
이용금액_할부_무이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 1377 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2511.441833 |
| Minimum | -5692 |
|---|---|
| Maximum | 39624 |
| Zeros | 4581 |
| Zeros (%) | 76.3% |
| Negative | 68 |
| Negative (%) | 1.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -5692 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 17190.2 |
| Maximum | 39624 |
| Range | 45316 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6222.571896 |
|---|---|
| Coefficient of variation (CV) | 2.477689036 |
| Kurtosis | 8.866142026 |
| Mean | 2511.441833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.954361472 |
| Sum | 15068651 |
| Variance | 38720401 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4581 | |
| 9870 | 3 | 0.1% |
| 3180 | 2 | < 0.1% |
| 8635 | 2 | < 0.1% |
| 3862 | 2 | < 0.1% |
| 4384 | 2 | < 0.1% |
| 8578 | 2 | < 0.1% |
| 1984 | 2 | < 0.1% |
| 6022 | 2 | < 0.1% |
| 6382 | 2 | < 0.1% |
| Other values (1367) | 1400 | 23.3% |
| Value | Count | Frequency (%) |
| -5692 | 1 | |
| -5626 | 1 | |
| -4432 | 1 | |
| -4304 | 1 | |
| -3954 | 1 |
| Value | Count | Frequency (%) |
| 39624 | 1 | |
| 39485 | 1 | |
| 39479 | 1 | |
| 38851 | 1 | |
| 37590 | 1 |
이용금액_부분무이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 360 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.042 |
| Minimum | -551 |
|---|---|
| Maximum | 11091 |
| Zeros | 4027 |
| Zeros (%) | 67.1% |
| Negative | 940 |
| Negative (%) | 15.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -551 |
|---|---|
| 5-th percentile | -40 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 55 |
| Maximum | 11091 |
| Range | 11642 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 588.2137597 |
|---|---|
| Coefficient of variation (CV) | 15.46221964 |
| Kurtosis | 302.9551007 |
| Mean | 38.042 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.34959731 |
| Sum | 228252 |
| Variance | 345995.4271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4027 | |
| -5 | 33 | 0.5% |
| -10 | 28 | 0.5% |
| 18 | 28 | 0.5% |
| -11 | 26 | 0.4% |
| -18 | 23 | 0.4% |
| 5 | 23 | 0.4% |
| -3 | 22 | 0.4% |
| -17 | 21 | 0.4% |
| 13 | 21 | 0.4% |
| Other values (350) | 1748 |
| Value | Count | Frequency (%) |
| -551 | 1 | |
| -327 | 1 | |
| -282 | 1 | |
| -279 | 1 | |
| -257 | 1 |
| Value | Count | Frequency (%) |
| 11091 | 1 | |
| 10868 | 1 | |
| 10710 | 1 | |
| 10591 | 1 | |
| 10532 | 1 |
이용금액_CA_R6M
Real number (ℝ)
Zeros 
| Distinct | 468 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2771.967 |
| Minimum | 0 |
|---|---|
| Maximum | 254748 |
| Zeros | 5529 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 11408.95 |
| Maximum | 254748 |
| Range | 254748 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 13693.38944 |
|---|---|
| Coefficient of variation (CV) | 4.939953989 |
| Kurtosis | 70.9211156 |
| Mean | 2771.967 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.190836412 |
| Sum | 16631802 |
| Variance | 187508914.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5529 | |
| 6895 | 2 | < 0.1% |
| 3820 | 2 | < 0.1% |
| 5490 | 2 | < 0.1% |
| 13677 | 2 | < 0.1% |
| 5053 | 1 | < 0.1% |
| 56729 | 1 | < 0.1% |
| 3625 | 1 | < 0.1% |
| 6227 | 1 | < 0.1% |
| 29050 | 1 | < 0.1% |
| Other values (458) | 458 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 5529 | |
| 1609 | 1 | < 0.1% |
| 1766 | 1 | < 0.1% |
| 2053 | 1 | < 0.1% |
| 2355 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 254748 | 1 | |
| 234280 | 1 | |
| 196180 | 1 | |
| 179206 | 1 | |
| 154883 | 1 |
이용금액_체크_R6M
Real number (ℝ)
Zeros 
| Distinct | 1004 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3998.756167 |
| Minimum | -758 |
|---|---|
| Maximum | 82616 |
| Zeros | 4948 |
| Zeros (%) | 82.5% |
| Negative | 46 |
| Negative (%) | 0.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -758 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 29672.2 |
| Maximum | 82616 |
| Range | 83374 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12137.29607 |
|---|---|
| Coefficient of variation (CV) | 3.03526786 |
| Kurtosis | 15.11093354 |
| Mean | 3998.756167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.798498964 |
| Sum | 23992537 |
| Variance | 147313955.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4948 | |
| -547 | 37 | 0.6% |
| 13327 | 2 | < 0.1% |
| 9431 | 2 | < 0.1% |
| 6646 | 2 | < 0.1% |
| 27075 | 2 | < 0.1% |
| 1942 | 2 | < 0.1% |
| 33570 | 2 | < 0.1% |
| 15555 | 2 | < 0.1% |
| 13904 | 2 | < 0.1% |
| Other values (994) | 999 | 16.7% |
| Value | Count | Frequency (%) |
| -758 | 1 | < 0.1% |
| -547 | 37 | |
| -302 | 1 | < 0.1% |
| -301 | 1 | < 0.1% |
| -282 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82616 | 1 | |
| 81029 | 1 | |
| 80694 | 1 | |
| 80644 | 1 | |
| 80496 | 1 |
이용금액_카드론_R6M
Real number (ℝ)
Zeros 
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1143.360833 |
| Minimum | 0 |
|---|---|
| Maximum | 110894 |
| Zeros | 5897 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 110894 |
| Range | 110894 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8877.818945 |
|---|---|
| Coefficient of variation (CV) | 7.764669461 |
| Kurtosis | 65.4085511 |
| Mean | 1143.360833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.020503535 |
| Sum | 6860165 |
| Variance | 78815669.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5897 | |
| 56122 | 1 | < 0.1% |
| 66830 | 1 | < 0.1% |
| 74771 | 1 | < 0.1% |
| 89956 | 1 | < 0.1% |
| 76408 | 1 | < 0.1% |
| 89626 | 1 | < 0.1% |
| 66757 | 1 | < 0.1% |
| 54592 | 1 | < 0.1% |
| 65194 | 1 | < 0.1% |
| Other values (94) | 94 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 5897 | |
| 36269 | 1 | < 0.1% |
| 37942 | 1 | < 0.1% |
| 40215 | 1 | < 0.1% |
| 43069 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 110894 | 1 | |
| 109336 | 1 | |
| 102000 | 1 | |
| 92271 | 1 | |
| 90909 | 1 |
이용개월수_신용_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.665666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 937 |
| Zeros (%) | 15.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.288251277 |
|---|---|
| Coefficient of variation (CV) | 0.4904446545 |
| Kurtosis | 0.01170042547 |
| Mean | 4.665666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.343828958 |
| Sum | 27994 |
| Variance | 5.236093905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4164 | |
| 0 | 937 | 15.6% |
| 5 | 287 | 4.8% |
| 4 | 198 | 3.3% |
| 1 | 172 | 2.9% |
| 3 | 127 | 2.1% |
| 2 | 115 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 937 | |
| 1 | 172 | 2.9% |
| 2 | 115 | 1.9% |
| 3 | 127 | 2.1% |
| 4 | 198 | 3.3% |
| Value | Count | Frequency (%) |
| 6 | 4164 | |
| 5 | 287 | 4.8% |
| 4 | 198 | 3.3% |
| 3 | 127 | 2.1% |
| 2 | 115 | 1.9% |
이용개월수_신판_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.642333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 938 |
| Zeros (%) | 15.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.29367639 |
|---|---|
| Coefficient of variation (CV) | 0.4940783492 |
| Kurtosis | -0.05796778309 |
| Mean | 4.642333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.314816378 |
| Sum | 27854 |
| Variance | 5.260951381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4120 | |
| 0 | 938 | 15.6% |
| 5 | 296 | 4.9% |
| 4 | 199 | 3.3% |
| 1 | 178 | 3.0% |
| 3 | 142 | 2.4% |
| 2 | 127 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 938 | |
| 1 | 178 | 3.0% |
| 2 | 127 | 2.1% |
| 3 | 142 | 2.4% |
| 4 | 199 | 3.3% |
| Value | Count | Frequency (%) |
| 6 | 4120 | |
| 5 | 296 | 4.9% |
| 4 | 199 | 3.3% |
| 3 | 142 | 2.4% |
| 2 | 127 | 2.1% |
이용개월수_일시불_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.633833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 956 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.301370177 |
|---|---|
| Coefficient of variation (CV) | 0.4966450045 |
| Kurtosis | -0.07939855177 |
| Mean | 4.633833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.307682029 |
| Sum | 27803 |
| Variance | 5.29630469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4111 | |
| 0 | 956 | 15.9% |
| 5 | 298 | 5.0% |
| 4 | 202 | 3.4% |
| 1 | 166 | 2.8% |
| 3 | 139 | 2.3% |
| 2 | 128 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 956 | |
| 1 | 166 | 2.8% |
| 2 | 128 | 2.1% |
| 3 | 139 | 2.3% |
| 4 | 202 | 3.4% |
| Value | Count | Frequency (%) |
| 6 | 4111 | |
| 5 | 298 | 5.0% |
| 4 | 202 | 3.4% |
| 3 | 139 | 2.3% |
| 2 | 128 | 2.1% |
이용개월수_할부_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7545 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4208 |
| Zeros (%) | 70.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.470801468 |
|---|---|
| Coefficient of variation (CV) | 1.94937239 |
| Kurtosis | 3.967411078 |
| Mean | 0.7545 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.173265796 |
| Sum | 4527 |
| Variance | 2.163256959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4208 | |
| 1 | 687 | 11.5% |
| 2 | 439 | 7.3% |
| 4 | 293 | 4.9% |
| 6 | 179 | 3.0% |
| 3 | 127 | 2.1% |
| 5 | 67 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 4208 | |
| 1 | 687 | 11.5% |
| 2 | 439 | 7.3% |
| 3 | 127 | 2.1% |
| 4 | 293 | 4.9% |
| Value | Count | Frequency (%) |
| 6 | 179 | |
| 5 | 67 | 1.1% |
| 4 | 293 | |
| 3 | 127 | 2.1% |
| 2 | 439 |
이용개월수_할부_유이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.152 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5384 |
| Zeros (%) | 89.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5233943608 |
|---|---|
| Coefficient of variation (CV) | 3.443383953 |
| Kurtosis | 22.19873532 |
| Mean | 0.152 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.379325169 |
| Sum | 912 |
| Variance | 0.2739416569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5384 | |
| 1 | 431 | 7.2% |
| 2 | 100 | 1.7% |
| 3 | 61 | 1.0% |
| 4 | 22 | 0.4% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5384 | |
| 1 | 431 | 7.2% |
| 2 | 100 | 1.7% |
| 3 | 61 | 1.0% |
| 4 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 22 | 0.4% |
| 3 | 61 | 1.0% |
| 2 | 100 | 1.7% |
| 1 | 431 |
이용개월수_할부_무이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.628 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4383 |
| Zeros (%) | 73.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.314751217 |
|---|---|
| Coefficient of variation (CV) | 2.093552893 |
| Kurtosis | 5.806910621 |
| Mean | 0.628 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.473357527 |
| Sum | 3768 |
| Variance | 1.728570762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4383 | |
| 1 | 682 | 11.4% |
| 2 | 413 | 6.9% |
| 4 | 259 | 4.3% |
| 6 | 137 | 2.3% |
| 3 | 114 | 1.9% |
| 5 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4383 | |
| 1 | 682 | 11.4% |
| 2 | 413 | 6.9% |
| 3 | 114 | 1.9% |
| 4 | 259 | 4.3% |
| Value | Count | Frequency (%) |
| 6 | 137 | 2.3% |
| 5 | 12 | 0.2% |
| 4 | 259 | |
| 3 | 114 | 1.9% |
| 2 | 413 |
이용개월수_부분무이자_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0035 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5979 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05906209773 |
|---|---|
| Coefficient of variation (CV) | 16.87488507 |
| Kurtosis | 280.9528706 |
| Mean | 0.0035 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.81841906 |
| Sum | 21 |
| Variance | 0.003488331389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5979 | |
| 1 | 21 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5979 | |
| 1 | 21 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 21 | 0.4% |
| 0 | 5979 |
이용개월수_CA_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2843333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5474 |
| Zeros (%) | 91.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.111767614 |
|---|---|
| Coefficient of variation (CV) | 3.910085394 |
| Kurtosis | 17.70585565 |
| Mean | 0.2843333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.296499606 |
| Sum | 1706 |
| Variance | 1.236027227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5474 | |
| 1 | 212 | 3.5% |
| 6 | 147 | 2.5% |
| 3 | 63 | 1.1% |
| 4 | 46 | 0.8% |
| 5 | 41 | 0.7% |
| 2 | 17 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5474 | |
| 1 | 212 | 3.5% |
| 2 | 17 | 0.3% |
| 3 | 63 | 1.1% |
| 4 | 46 | 0.8% |
| Value | Count | Frequency (%) |
| 6 | 147 | |
| 5 | 41 | 0.7% |
| 4 | 46 | 0.8% |
| 3 | 63 | |
| 2 | 17 | 0.3% |
이용개월수_체크_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8958333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4933 |
| Zeros (%) | 82.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.064467561 |
|---|---|
| Coefficient of variation (CV) | 2.304521928 |
| Kurtosis | 1.941938891 |
| Mean | 0.8958333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.963134855 |
| Sum | 5375 |
| Variance | 4.26202631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4933 | |
| 6 | 728 | 12.1% |
| 1 | 155 | 2.6% |
| 5 | 128 | 2.1% |
| 4 | 48 | 0.8% |
| 2 | 4 | 0.1% |
| 3 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4933 | |
| 1 | 155 | 2.6% |
| 2 | 4 | 0.1% |
| 3 | 4 | 0.1% |
| 4 | 48 | 0.8% |
| Value | Count | Frequency (%) |
| 6 | 728 | |
| 5 | 128 | 2.1% |
| 4 | 48 | 0.8% |
| 3 | 4 | 0.1% |
| 2 | 4 | 0.1% |
이용개월수_카드론_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5887 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1359474868 |
|---|---|
| Coefficient of variation (CV) | 7.218450628 |
| Kurtosis | 48.15766182 |
| Mean | 0.01883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.081074027 |
| Sum | 113 |
| Variance | 0.01848171918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5887 | |
| 1 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 5887 | |
| 1 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 113 | 1.9% |
| 0 | 5887 |
이용건수_신용_R3M
Real number (ℝ)
Zeros 
| Distinct | 274 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.653 |
| Minimum | -9 |
|---|---|
| Maximum | 277 |
| Zeros | 499 |
| Zeros (%) | 8.3% |
| Negative | 975 |
| Negative (%) | 16.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -5 |
| Q1 | 1 |
| median | 18 |
| Q3 | 65 |
| 95-th percentile | 192 |
| Maximum | 277 |
| Range | 286 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 61.35268494 |
|---|---|
| Coefficient of variation (CV) | 1.373987973 |
| Kurtosis | 1.892159335 |
| Mean | 44.653 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.625023065 |
| Sum | 267918 |
| Variance | 3764.15195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 499 | 8.3% |
| -2 | 276 | 4.6% |
| -1 | 158 | 2.6% |
| 1 | 148 | 2.5% |
| 2 | 127 | 2.1% |
| 3 | 121 | 2.0% |
| -3 | 118 | 2.0% |
| 4 | 111 | 1.8% |
| -4 | 107 | 1.8% |
| 5 | 104 | 1.7% |
| Other values (264) | 4231 |
| Value | Count | Frequency (%) |
| -9 | 29 | 0.5% |
| -8 | 30 | 0.5% |
| -7 | 87 | |
| -6 | 75 | |
| -5 | 95 |
| Value | Count | Frequency (%) |
| 277 | 1 | |
| 272 | 1 | |
| 270 | 1 | |
| 269 | 1 | |
| 267 | 1 |
이용건수_신판_R3M
Real number (ℝ)
Zeros 
| Distinct | 274 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.40066667 |
| Minimum | -9 |
|---|---|
| Maximum | 277 |
| Zeros | 503 |
| Zeros (%) | 8.4% |
| Negative | 1001 |
| Negative (%) | 16.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -5 |
| Q1 | 0 |
| median | 18 |
| Q3 | 65 |
| 95-th percentile | 192 |
| Maximum | 277 |
| Range | 286 |
| Interquartile range (IQR) | 65 |
Descriptive statistics
| Standard deviation | 61.33496933 |
|---|---|
| Coefficient of variation (CV) | 1.381397486 |
| Kurtosis | 1.911085263 |
| Mean | 44.40066667 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.63022151 |
| Sum | 266404 |
| Variance | 3761.978463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 503 | 8.4% |
| -2 | 275 | 4.6% |
| -1 | 168 | 2.8% |
| 1 | 148 | 2.5% |
| 2 | 124 | 2.1% |
| 3 | 124 | 2.1% |
| -3 | 121 | 2.0% |
| -4 | 112 | 1.9% |
| 4 | 110 | 1.8% |
| 5 | 102 | 1.7% |
| Other values (264) | 4213 |
| Value | Count | Frequency (%) |
| -9 | 29 | 0.5% |
| -8 | 30 | 0.5% |
| -7 | 88 | |
| -6 | 81 | |
| -5 | 97 |
| Value | Count | Frequency (%) |
| 277 | 1 | |
| 272 | 1 | |
| 270 | 1 | |
| 268 | 1 | |
| 267 | 1 |
이용건수_일시불_R3M
Real number (ℝ)
Zeros 
| Distinct | 270 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.92983333 |
| Minimum | -9 |
|---|---|
| Maximum | 271 |
| Zeros | 505 |
| Zeros (%) | 8.4% |
| Negative | 1027 |
| Negative (%) | 17.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -5 |
| Q1 | 0 |
| median | 17 |
| Q3 | 64 |
| 95-th percentile | 191 |
| Maximum | 271 |
| Range | 280 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 61.04269499 |
|---|---|
| Coefficient of variation (CV) | 1.389549888 |
| Kurtosis | 1.928230961 |
| Mean | 43.92983333 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.636689828 |
| Sum | 263579 |
| Variance | 3726.210612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 505 | 8.4% |
| -2 | 294 | 4.9% |
| -1 | 166 | 2.8% |
| 1 | 146 | 2.4% |
| -3 | 124 | 2.1% |
| 2 | 121 | 2.0% |
| 3 | 117 | 1.9% |
| 4 | 113 | 1.9% |
| -4 | 112 | 1.9% |
| 5 | 107 | 1.8% |
| Other values (260) | 4195 |
| Value | Count | Frequency (%) |
| -9 | 32 | 0.5% |
| -8 | 31 | 0.5% |
| -7 | 89 | |
| -6 | 81 | |
| -5 | 98 |
| Value | Count | Frequency (%) |
| 271 | 1 | < 0.1% |
| 268 | 2 | |
| 267 | 2 | |
| 263 | 3 | |
| 258 | 1 | < 0.1% |
이용건수_할부_R3M
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4708333333 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 4998 |
| Zeros (%) | 83.3% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.257277255 |
|---|---|
| Coefficient of variation (CV) | 2.670323374 |
| Kurtosis | 10.32784393 |
| Mean | 0.4708333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.129224912 |
| Sum | 2825 |
| Variance | 1.580746097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4998 | |
| 3 | 327 | 5.5% |
| 1 | 269 | 4.5% |
| 2 | 179 | 3.0% |
| 6 | 89 | 1.5% |
| 4 | 70 | 1.2% |
| 5 | 40 | 0.7% |
| 7 | 18 | 0.3% |
| 9 | 6 | 0.1% |
| 8 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 0 | 4998 | |
| 1 | 269 | 4.5% |
| 2 | 179 | 3.0% |
| 3 | 327 | 5.5% |
| Value | Count | Frequency (%) |
| 9 | 6 | 0.1% |
| 8 | 3 | 0.1% |
| 7 | 18 | 0.3% |
| 6 | 89 | |
| 5 | 40 |
이용건수_할부_유이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08466666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5730 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4291801349 |
|---|---|
| Coefficient of variation (CV) | 5.069056711 |
| Kurtosis | 31.42293597 |
| Mean | 0.08466666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.559575187 |
| Sum | 508 |
| Variance | 0.1841955882 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5730 | |
| 1 | 114 | 1.9% |
| 3 | 82 | 1.4% |
| 2 | 74 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5730 | |
| 1 | 114 | 1.9% |
| 2 | 74 | 1.2% |
| 3 | 82 | 1.4% |
| Value | Count | Frequency (%) |
| 3 | 82 | 1.4% |
| 2 | 74 | 1.2% |
| 1 | 114 | 1.9% |
| 0 | 5730 |
이용건수_할부_무이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3856666667 |
| Minimum | -1 |
|---|---|
| Maximum | 6 |
| Zeros | 5104 |
| Zeros (%) | 85.1% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.077243998 |
|---|---|
| Coefficient of variation (CV) | 2.793199649 |
| Kurtosis | 10.15711031 |
| Mean | 0.3856666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.163651607 |
| Sum | 2314 |
| Variance | 1.160454631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5104 | |
| 3 | 308 | 5.1% |
| 1 | 268 | 4.5% |
| 2 | 160 | 2.7% |
| 6 | 63 | 1.1% |
| 4 | 55 | 0.9% |
| 5 | 41 | 0.7% |
| -1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 0 | 5104 | |
| 1 | 268 | 4.5% |
| 2 | 160 | 2.7% |
| 3 | 308 | 5.1% |
| Value | Count | Frequency (%) |
| 6 | 63 | 1.1% |
| 5 | 41 | 0.7% |
| 4 | 55 | 0.9% |
| 3 | 308 | |
| 2 | 160 |
이용건수_부분무이자_R3M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02235695206 |
|---|---|
| Coefficient of variation (CV) | 44.71390413 |
| Kurtosis | 1996.664999 |
| Mean | 0.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.69898706 |
| Sum | 3 |
| Variance | 0.0004998333056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.1% |
| 0 | 5997 |
이용건수_CA_R3M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2523333333 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 5672 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.125554249 |
|---|---|
| Coefficient of variation (CV) | 4.460584871 |
| Kurtosis | 19.50525173 |
| Mean | 0.2523333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.55045611 |
| Sum | 1514 |
| Variance | 1.266872368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5672 | |
| 6 | 172 | 2.9% |
| 2 | 56 | 0.9% |
| 4 | 38 | 0.6% |
| 5 | 22 | 0.4% |
| 3 | 22 | 0.4% |
| 1 | 14 | 0.2% |
| 7 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5672 | |
| 1 | 14 | 0.2% |
| 2 | 56 | 0.9% |
| 3 | 22 | 0.4% |
| 4 | 38 | 0.6% |
| Value | Count | Frequency (%) |
| 7 | 4 | 0.1% |
| 6 | 172 | |
| 5 | 22 | 0.4% |
| 4 | 38 | 0.6% |
| 3 | 22 | 0.4% |
이용건수_체크_R3M
Real number (ℝ)
Zeros 
| Distinct | 171 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.625 |
| Minimum | -1 |
|---|---|
| Maximum | 189 |
| Zeros | 5066 |
| Zeros (%) | 84.4% |
| Negative | 13 |
| Negative (%) | 0.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 72 |
| Maximum | 189 |
| Range | 190 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 28.54964487 |
|---|---|
| Coefficient of variation (CV) | 2.966196869 |
| Kurtosis | 13.27028152 |
| Mean | 9.625 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.580526258 |
| Sum | 57750 |
| Variance | 815.082222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5066 | |
| 37 | 20 | 0.3% |
| 36 | 19 | 0.3% |
| 21 | 16 | 0.3% |
| 33 | 16 | 0.3% |
| 24 | 16 | 0.3% |
| 34 | 16 | 0.3% |
| 28 | 15 | 0.2% |
| 31 | 15 | 0.2% |
| 39 | 15 | 0.2% |
| Other values (161) | 786 | 13.1% |
| Value | Count | Frequency (%) |
| -1 | 13 | 0.2% |
| 0 | 5066 | |
| 1 | 1 | < 0.1% |
| 2 | 5 | 0.1% |
| 3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 189 | 1 | |
| 188 | 1 | |
| 187 | 1 | |
| 185 | 1 | |
| 184 | 1 |
이용건수_카드론_R3M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004833333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5971 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0693597435 |
|---|---|
| Coefficient of variation (CV) | 14.35029176 |
| Kurtosis | 202.0707614 |
| Mean | 0.004833333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.28297604 |
| Sum | 29 |
| Variance | 0.004810774018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5971 | |
| 1 | 29 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5971 | |
| 1 | 29 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 29 | 0.5% |
| 0 | 5971 |
이용금액_일시불_R3M
Real number (ℝ)
Zeros 
| Distinct | 4737 |
|---|---|
| Distinct (%) | 79.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10917.48833 |
| Minimum | -9399 |
|---|---|
| Maximum | 81183 |
| Zeros | 842 |
| Zeros (%) | 14.0% |
| Negative | 685 |
| Negative (%) | 11.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -9399 |
|---|---|
| 5-th percentile | -1092.1 |
| Q1 | 0 |
| median | 5978 |
| Q3 | 15256 |
| 95-th percentile | 45086.85 |
| Maximum | 81183 |
| Range | 90582 |
| Interquartile range (IQR) | 15256 |
Descriptive statistics
| Standard deviation | 14846.98613 |
|---|---|
| Coefficient of variation (CV) | 1.359926906 |
| Kurtosis | 3.898197763 |
| Mean | 10917.48833 |
| Median Absolute Deviation (MAD) | 5978 |
| Skewness | 1.952123599 |
| Sum | 65504930 |
| Variance | 220432997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 842 | 14.0% |
| 2886 | 4 | 0.1% |
| -140 | 4 | 0.1% |
| 3818 | 4 | 0.1% |
| 1526 | 4 | 0.1% |
| 923 | 4 | 0.1% |
| 1025 | 3 | 0.1% |
| 4842 | 3 | 0.1% |
| 3879 | 3 | 0.1% |
| 9442 | 3 | 0.1% |
| Other values (4727) | 5126 |
| Value | Count | Frequency (%) |
| -9399 | 1 | |
| -9239 | 1 | |
| -8727 | 1 | |
| -8343 | 1 | |
| -7908 | 1 |
| Value | Count | Frequency (%) |
| 81183 | 1 | |
| 79756 | 1 | |
| 78959 | 1 | |
| 78192 | 1 | |
| 78155 | 1 |
이용금액_할부_R3M
Real number (ℝ)
Zeros 
| Distinct | 1053 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1369.382667 |
| Minimum | -551 |
|---|---|
| Maximum | 32693 |
| Zeros | 3659 |
| Zeros (%) | 61.0% |
| Negative | 797 |
| Negative (%) | 13.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -551 |
|---|---|
| 5-th percentile | -33 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 11741.7 |
| Maximum | 32693 |
| Range | 33244 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4003.75079 |
|---|---|
| Coefficient of variation (CV) | 2.923763304 |
| Kurtosis | 12.3070045 |
| Mean | 1369.382667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.371597622 |
| Sum | 8216296 |
| Variance | 16030020.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3659 | |
| -5 | 30 | 0.5% |
| 18 | 25 | 0.4% |
| -10 | 24 | 0.4% |
| -11 | 22 | 0.4% |
| -18 | 21 | 0.4% |
| -3 | 20 | 0.3% |
| 5 | 20 | 0.3% |
| -19 | 18 | 0.3% |
| 13 | 18 | 0.3% |
| Other values (1043) | 2143 |
| Value | Count | Frequency (%) |
| -551 | 1 | |
| -327 | 1 | |
| -279 | 1 | |
| -257 | 1 | |
| -256 | 1 |
| Value | Count | Frequency (%) |
| 32693 | 1 | |
| 32437 | 1 | |
| 31335 | 1 | |
| 30253 | 1 | |
| 30252 | 1 |
이용금액_할부_유이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 233 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 328.417 |
| Minimum | -2284 |
|---|---|
| Maximum | 16690 |
| Zeros | 5762 |
| Zeros (%) | 96.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2284 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16690 |
| Range | 18974 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1784.958249 |
|---|---|
| Coefficient of variation (CV) | 5.435036094 |
| Kurtosis | 37.90923415 |
| Mean | 328.417 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.024691317 |
| Sum | 1970502 |
| Variance | 3186075.95 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5762 | |
| 4559 | 3 | 0.1% |
| 4940 | 2 | < 0.1% |
| 4436 | 2 | < 0.1% |
| 3560 | 2 | < 0.1% |
| 4074 | 2 | < 0.1% |
| 13293 | 1 | < 0.1% |
| 14607 | 1 | < 0.1% |
| 14483 | 1 | < 0.1% |
| 14362 | 1 | < 0.1% |
| Other values (223) | 223 | 3.7% |
| Value | Count | Frequency (%) |
| -2284 | 1 | < 0.1% |
| -599 | 1 | < 0.1% |
| 0 | 5762 | |
| 411 | 1 | < 0.1% |
| 1678 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16690 | 1 | |
| 16268 | 1 | |
| 15853 | 1 | |
| 15699 | 1 | |
| 15283 | 1 |
이용금액_할부_무이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 686 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1035.8095 |
| Minimum | -361 |
|---|---|
| Maximum | 20559 |
| Zeros | 5283 |
| Zeros (%) | 88.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -361 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9836.55 |
| Maximum | 20559 |
| Range | 20920 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3194.496866 |
|---|---|
| Coefficient of variation (CV) | 3.084058281 |
| Kurtosis | 10.42223721 |
| Mean | 1035.8095 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.309990638 |
| Sum | 6214857 |
| Variance | 10204810.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5283 | |
| 3643 | 3 | 0.1% |
| 4674 | 3 | 0.1% |
| 3811 | 3 | 0.1% |
| 12201 | 2 | < 0.1% |
| 4054 | 2 | < 0.1% |
| 4844 | 2 | < 0.1% |
| 4314 | 2 | < 0.1% |
| 9255 | 2 | < 0.1% |
| 12961 | 2 | < 0.1% |
| Other values (676) | 696 | 11.6% |
| Value | Count | Frequency (%) |
| -361 | 1 | < 0.1% |
| 0 | 5283 | |
| 186 | 1 | < 0.1% |
| 644 | 1 | < 0.1% |
| 894 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20559 | 1 | |
| 20341 | 1 | |
| 19826 | 1 | |
| 19693 | 1 | |
| 19136 | 1 |
이용금액_부분무이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 341 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.131833333 |
| Minimum | -551 |
|---|---|
| Maximum | 2239 |
| Zeros | 4046 |
| Zeros (%) | 67.4% |
| Negative | 940 |
| Negative (%) | 15.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -551 |
|---|---|
| 5-th percentile | -40 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 52.05 |
| Maximum | 2239 |
| Range | 2790 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 71.21597484 |
|---|---|
| Coefficient of variation (CV) | 13.87729691 |
| Kurtosis | 412.9722649 |
| Mean | 5.131833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.28273058 |
| Sum | 30791 |
| Variance | 5071.715072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4046 | |
| -5 | 33 | 0.5% |
| 18 | 28 | 0.5% |
| -10 | 28 | 0.5% |
| -11 | 26 | 0.4% |
| 5 | 23 | 0.4% |
| -18 | 23 | 0.4% |
| -3 | 22 | 0.4% |
| 13 | 21 | 0.4% |
| -12 | 21 | 0.4% |
| Other values (331) | 1729 |
| Value | Count | Frequency (%) |
| -551 | 1 | |
| -327 | 1 | |
| -282 | 1 | |
| -279 | 1 | |
| -257 | 1 |
| Value | Count | Frequency (%) |
| 2239 | 1 | |
| 1976 | 1 | |
| 1939 | 1 | |
| 1374 | 1 | |
| 1362 | 1 |
이용금액_CA_R3M
Real number (ℝ)
Zeros 
| Distinct | 324 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1285.911333 |
| Minimum | 0 |
|---|---|
| Maximum | 102560 |
| Zeros | 5674 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4735.5 |
| Maximum | 102560 |
| Range | 102560 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6317.608436 |
|---|---|
| Coefficient of variation (CV) | 4.912942496 |
| Kurtosis | 45.89677905 |
| Mean | 1285.911333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.038984081 |
| Sum | 7715468 |
| Variance | 39912176.35 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5674 | |
| 23705 | 2 | < 0.1% |
| 13677 | 2 | < 0.1% |
| 30498 | 2 | < 0.1% |
| 18107 | 1 | < 0.1% |
| 29053 | 1 | < 0.1% |
| 15828 | 1 | < 0.1% |
| 19859 | 1 | < 0.1% |
| 31126 | 1 | < 0.1% |
| 21983 | 1 | < 0.1% |
| Other values (314) | 314 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 5674 | |
| 2355 | 1 | < 0.1% |
| 2665 | 1 | < 0.1% |
| 2849 | 1 | < 0.1% |
| 2878 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 102560 | 1 | |
| 100520 | 1 | |
| 56848 | 1 | |
| 54969 | 1 | |
| 52725 | 1 |
이용금액_체크_R3M
Real number (ℝ)
Zeros 
| Distinct | 914 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2067.209333 |
| Minimum | -758 |
|---|---|
| Maximum | 41701 |
| Zeros | 5063 |
| Zeros (%) | 84.4% |
| Negative | 17 |
| Negative (%) | 0.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -758 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 14894.85 |
| Maximum | 41701 |
| Range | 42459 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6156.360997 |
|---|---|
| Coefficient of variation (CV) | 2.978102361 |
| Kurtosis | 14.18383327 |
| Mean | 2067.209333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.665967063 |
| Sum | 12403256 |
| Variance | 37900780.72 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5063 | |
| -758 | 7 | 0.1% |
| 7940 | 3 | 0.1% |
| 10458 | 2 | < 0.1% |
| 3392 | 2 | < 0.1% |
| 7625 | 2 | < 0.1% |
| 2702 | 2 | < 0.1% |
| 8275 | 2 | < 0.1% |
| 10956 | 2 | < 0.1% |
| 12164 | 2 | < 0.1% |
| Other values (904) | 913 | 15.2% |
| Value | Count | Frequency (%) |
| -758 | 7 | |
| -646 | 1 | < 0.1% |
| -607 | 1 | < 0.1% |
| -518 | 1 | < 0.1% |
| -320 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 41701 | 1 | |
| 40914 | 1 | |
| 40768 | 1 | |
| 40638 | 1 | |
| 40246 | 1 |
이용금액_카드론_R3M
Real number (ℝ)
Zeros 
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 393.9575 |
| Minimum | 0 |
|---|---|
| Maximum | 90909 |
| Zeros | 5969 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 90909 |
| Range | 90909 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5488.92803 |
|---|---|
| Coefficient of variation (CV) | 13.93279232 |
| Kurtosis | 195.0521838 |
| Mean | 393.9575 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.97704155 |
| Sum | 2363745 |
| Variance | 30128330.92 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5969 | |
| 76408 | 1 | < 0.1% |
| 85866 | 1 | < 0.1% |
| 75975 | 1 | < 0.1% |
| 64534 | 1 | < 0.1% |
| 70854 | 1 | < 0.1% |
| 71959 | 1 | < 0.1% |
| 84894 | 1 | < 0.1% |
| 75413 | 1 | < 0.1% |
| 80874 | 1 | < 0.1% |
| Other values (22) | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5969 | |
| 64534 | 1 | < 0.1% |
| 66406 | 1 | < 0.1% |
| 66830 | 1 | < 0.1% |
| 67581 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 90909 | 1 | |
| 89956 | 1 | |
| 85866 | 1 | |
| 84949 | 1 | |
| 84894 | 1 |
이용개월수_신용_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.351666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1151 |
| Zeros (%) | 19.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.193413003 |
|---|---|
| Coefficient of variation (CV) | 0.5074754086 |
| Kurtosis | -0.002321009394 |
| Mean | 2.351666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.380428155 |
| Sum | 14110 |
| Variance | 1.424234595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 4547 | |
| 0 | 1151 | 19.2% |
| 2 | 167 | 2.8% |
| 1 | 135 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 1151 | 19.2% |
| 1 | 135 | 2.2% |
| 2 | 167 | 2.8% |
| 3 | 4547 |
| Value | Count | Frequency (%) |
| 3 | 4547 | |
| 2 | 167 | 2.8% |
| 1 | 135 | 2.2% |
| 0 | 1151 | 19.2% |
이용개월수_신판_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.336 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1161 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.75 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 1.199309686 |
|---|---|
| Coefficient of variation (CV) | 0.5134031192 |
| Kurtosis | -0.1007480976 |
| Mean | 2.336 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.341259347 |
| Sum | 14016 |
| Variance | 1.438343724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 4500 | |
| 0 | 1161 | 19.4% |
| 2 | 177 | 2.9% |
| 1 | 162 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 1161 | 19.4% |
| 1 | 162 | 2.7% |
| 2 | 177 | 2.9% |
| 3 | 4500 |
| Value | Count | Frequency (%) |
| 3 | 4500 | |
| 2 | 177 | 2.9% |
| 1 | 162 | 2.7% |
| 0 | 1161 | 19.4% |
이용개월수_일시불_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.329 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1177 |
| Zeros (%) | 19.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.204021295 |
|---|---|
| Coefficient of variation (CV) | 0.5169692119 |
| Kurtosis | -0.1411553932 |
| Mean | 2.329 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.326522179 |
| Sum | 13974 |
| Variance | 1.449667278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 4483 | |
| 0 | 1177 | 19.6% |
| 2 | 185 | 3.1% |
| 1 | 155 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 1177 | 19.6% |
| 1 | 155 | 2.6% |
| 2 | 185 | 3.1% |
| 3 | 4483 |
| Value | Count | Frequency (%) |
| 3 | 4483 | |
| 2 | 185 | 3.1% |
| 1 | 155 | 2.6% |
| 0 | 1177 | 19.6% |
이용개월수_할부_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3461666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 4812 |
| Zeros (%) | 80.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7853479701 |
|---|---|
| Coefficient of variation (CV) | 2.268698999 |
| Kurtosis | 4.277384778 |
| Mean | 0.3461666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.30776058 |
| Sum | 2077 |
| Variance | 0.6167714341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4812 | |
| 1 | 581 | 9.7% |
| 2 | 325 | 5.4% |
| 3 | 282 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 4812 | |
| 1 | 581 | 9.7% |
| 2 | 325 | 5.4% |
| 3 | 282 | 4.7% |
| Value | Count | Frequency (%) |
| 3 | 282 | 4.7% |
| 2 | 325 | 5.4% |
| 1 | 581 | 9.7% |
| 0 | 4812 |
이용개월수_할부_유이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08083333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5616 |
| Zeros (%) | 93.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3306320086 |
|---|---|
| Coefficient of variation (CV) | 4.09029289 |
| Kurtosis | 21.5341481 |
| Mean | 0.08083333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.506476563 |
| Sum | 485 |
| Variance | 0.1093175251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5616 | |
| 1 | 287 | 4.8% |
| 2 | 93 | 1.6% |
| 3 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5616 | |
| 1 | 287 | 4.8% |
| 2 | 93 | 1.6% |
| 3 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 4 | 0.1% |
| 2 | 93 | 1.6% |
| 1 | 287 | 4.8% |
| 0 | 5616 |
이용개월수_할부_무이자_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2626666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5027 |
| Zeros (%) | 83.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6723701132 |
|---|---|
| Coefficient of variation (CV) | 2.559784695 |
| Kurtosis | 6.959523911 |
| Mean | 0.2626666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.749586693 |
| Sum | 1576 |
| Variance | 0.4520815692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5027 | |
| 1 | 542 | 9.0% |
| 2 | 259 | 4.3% |
| 3 | 172 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 5027 | |
| 1 | 542 | 9.0% |
| 2 | 259 | 4.3% |
| 3 | 172 | 2.9% |
| Value | Count | Frequency (%) |
| 3 | 172 | 2.9% |
| 2 | 259 | 4.3% |
| 1 | 542 | 9.0% |
| 0 | 5027 |
이용개월수_부분무이자_R3M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02235695206 |
|---|---|
| Coefficient of variation (CV) | 44.71390413 |
| Kurtosis | 1996.664999 |
| Mean | 0.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.69898706 |
| Sum | 3 |
| Variance | 0.0004998333056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.1% |
| 0 | 5997 |
이용개월수_CA_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1386666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5624 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5774892246 |
|---|---|
| Coefficient of variation (CV) | 4.164585754 |
| Kurtosis | 17.30725055 |
| Mean | 0.1386666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.287381369 |
| Sum | 832 |
| Variance | 0.3334938045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5624 | |
| 3 | 186 | 3.1% |
| 1 | 106 | 1.8% |
| 2 | 84 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 5624 | |
| 1 | 106 | 1.8% |
| 2 | 84 | 1.4% |
| 3 | 186 | 3.1% |
| Value | Count | Frequency (%) |
| 3 | 186 | 3.1% |
| 2 | 84 | 1.4% |
| 1 | 106 | 1.8% |
| 0 | 5624 |
이용개월수_체크_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4378333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5047 |
| Zeros (%) | 84.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.034398522 |
|---|---|
| Coefficient of variation (CV) | 2.362539449 |
| Kurtosis | 2.102086756 |
| Mean | 0.4378333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.003842983 |
| Sum | 2627 |
| Variance | 1.069980302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5047 | |
| 3 | 797 | 13.3% |
| 2 | 80 | 1.3% |
| 1 | 76 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 5047 | |
| 1 | 76 | 1.3% |
| 2 | 80 | 1.3% |
| 3 | 797 | 13.3% |
| Value | Count | Frequency (%) |
| 3 | 797 | 13.3% |
| 2 | 80 | 1.3% |
| 1 | 76 | 1.3% |
| 0 | 5047 |
이용개월수_카드론_R3M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5968 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07284073849 |
|---|---|
| Coefficient of variation (CV) | 13.65763847 |
| Kurtosis | 182.6585417 |
| Mean | 0.005333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.58667199 |
| Sum | 32 |
| Variance | 0.005305773184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5968 | |
| 1 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5968 | |
| 1 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 32 | 0.5% |
| 0 | 5968 |
이용가맹점수
Real number (ℝ)
Zeros 
| Distinct | 105 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.55083333 |
| Minimum | 0 |
|---|---|
| Maximum | 104 |
| Zeros | 1423 |
| Zeros (%) | 23.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 31 |
| 95-th percentile | 77 |
| Maximum | 104 |
| Range | 104 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 24.98096123 |
|---|---|
| Coefficient of variation (CV) | 1.277744064 |
| Kurtosis | 1.205014914 |
| Mean | 19.55083333 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.436857124 |
| Sum | 117305 |
| Variance | 624.048424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1423 | |
| 1 | 390 | 6.5% |
| 2 | 331 | 5.5% |
| 3 | 283 | 4.7% |
| 4 | 192 | 3.2% |
| 5 | 152 | 2.5% |
| 6 | 118 | 2.0% |
| 8 | 106 | 1.8% |
| 7 | 97 | 1.6% |
| 10 | 83 | 1.4% |
| Other values (95) | 2825 |
| Value | Count | Frequency (%) |
| 0 | 1423 | |
| 1 | 390 | 6.5% |
| 2 | 331 | 5.5% |
| 3 | 283 | 4.7% |
| 4 | 192 | 3.2% |
| Value | Count | Frequency (%) |
| 104 | 3 | 0.1% |
| 103 | 3 | 0.1% |
| 102 | 6 | |
| 101 | 4 | 0.1% |
| 100 | 11 |
이용금액_해외
Real number (ℝ)
Zeros 
| Distinct | 493 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.8803333 |
| Minimum | 0 |
|---|---|
| Maximum | 5668 |
| Zeros | 5354 |
| Zeros (%) | 89.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1395 |
| Maximum | 5668 |
| Range | 5668 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 518.6756852 |
|---|---|
| Coefficient of variation (CV) | 3.126806384 |
| Kurtosis | 16.2738412 |
| Mean | 165.8803333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.644882427 |
| Sum | 995282 |
| Variance | 269024.4664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5354 | |
| 1168 | 5 | 0.1% |
| 1395 | 4 | 0.1% |
| 1189 | 4 | 0.1% |
| 1478 | 4 | 0.1% |
| 1196 | 4 | 0.1% |
| 1245 | 4 | 0.1% |
| 1277 | 4 | 0.1% |
| 1332 | 4 | 0.1% |
| 1214 | 3 | 0.1% |
| Other values (483) | 610 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 5354 | |
| 479 | 1 | < 0.1% |
| 493 | 1 | < 0.1% |
| 543 | 1 | < 0.1% |
| 668 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5668 | 1 | |
| 5383 | 1 | |
| 4881 | 1 | |
| 4521 | 1 | |
| 4296 | 1 |
쇼핑_도소매_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1371 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 528.2925 |
| Minimum | 0 |
|---|---|
| Maximum | 6615 |
| Zeros | 3345 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 882.75 |
| 95-th percentile | 2018 |
| Maximum | 6615 |
| Range | 6615 |
| Interquartile range (IQR) | 882.75 |
Descriptive statistics
| Standard deviation | 765.8944242 |
|---|---|
| Coefficient of variation (CV) | 1.449754491 |
| Kurtosis | 5.834765643 |
| Mean | 528.2925 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.020372343 |
| Sum | 3169755 |
| Variance | 586594.269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3345 | |
| 804 | 9 | 0.1% |
| 732 | 9 | 0.1% |
| 695 | 9 | 0.1% |
| 746 | 9 | 0.1% |
| 797 | 9 | 0.1% |
| 782 | 8 | 0.1% |
| 651 | 8 | 0.1% |
| 742 | 8 | 0.1% |
| 828 | 8 | 0.1% |
| Other values (1361) | 2578 |
| Value | Count | Frequency (%) |
| 0 | 3345 | |
| 313 | 1 | < 0.1% |
| 347 | 1 | < 0.1% |
| 367 | 1 | < 0.1% |
| 378 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6615 | 1 | |
| 5930 | 1 | |
| 5862 | 1 | |
| 5824 | 1 | |
| 5485 | 1 |
쇼핑_백화점_이용금액
Real number (ℝ)
Zeros 
| Distinct | 445 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.919 |
| Minimum | 0 |
|---|---|
| Maximum | 1637 |
| Zeros | 5134 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 793 |
| Maximum | 1637 |
| Range | 1637 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 283.6492486 |
|---|---|
| Coefficient of variation (CV) | 2.511970958 |
| Kurtosis | 4.148464815 |
| Mean | 112.919 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.324541044 |
| Sum | 677514 |
| Variance | 80456.89626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5134 | |
| 719 | 7 | 0.1% |
| 665 | 6 | 0.1% |
| 749 | 6 | 0.1% |
| 683 | 6 | 0.1% |
| 715 | 6 | 0.1% |
| 613 | 6 | 0.1% |
| 743 | 6 | 0.1% |
| 650 | 6 | 0.1% |
| 674 | 6 | 0.1% |
| Other values (435) | 811 | 13.5% |
| Value | Count | Frequency (%) |
| 0 | 5134 | |
| 448 | 1 | < 0.1% |
| 456 | 1 | < 0.1% |
| 465 | 1 | < 0.1% |
| 492 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1637 | 1 | |
| 1569 | 1 | |
| 1551 | 1 | |
| 1476 | 1 | |
| 1409 | 1 |
쇼핑_마트_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1016 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 360.7401667 |
| Minimum | 0 |
|---|---|
| Maximum | 5509 |
| Zeros | 4139 |
| Zeros (%) | 69.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 782 |
| 95-th percentile | 1563.1 |
| Maximum | 5509 |
| Range | 5509 |
| Interquartile range (IQR) | 782 |
Descriptive statistics
| Standard deviation | 615.2174202 |
|---|---|
| Coefficient of variation (CV) | 1.705430881 |
| Kurtosis | 5.319212553 |
| Mean | 360.7401667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.973987544 |
| Sum | 2164441 |
| Variance | 378492.4741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4139 | |
| 840 | 8 | 0.1% |
| 850 | 8 | 0.1% |
| 1158 | 7 | 0.1% |
| 806 | 7 | 0.1% |
| 868 | 6 | 0.1% |
| 812 | 6 | 0.1% |
| 701 | 6 | 0.1% |
| 875 | 6 | 0.1% |
| 952 | 6 | 0.1% |
| Other values (1006) | 1801 |
| Value | Count | Frequency (%) |
| 0 | 4139 | |
| 416 | 1 | < 0.1% |
| 428 | 1 | < 0.1% |
| 432 | 1 | < 0.1% |
| 468 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5509 | 1 | |
| 5074 | 1 | |
| 4766 | 1 | |
| 4664 | 1 | |
| 4533 | 1 |
쇼핑_슈퍼마켓_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1168 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 349.0871667 |
| Minimum | 0 |
|---|---|
| Maximum | 3770 |
| Zeros | 3310 |
| Zeros (%) | 55.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 590 |
| 95-th percentile | 1339 |
| Maximum | 3770 |
| Range | 3770 |
| Interquartile range (IQR) | 590 |
Descriptive statistics
| Standard deviation | 497.1904252 |
|---|---|
| Coefficient of variation (CV) | 1.424258674 |
| Kurtosis | 4.42563598 |
| Mean | 349.0871667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.828873023 |
| Sum | 2094523 |
| Variance | 247198.319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 418 | 9 | 0.1% |
| 484 | 9 | 0.1% |
| 525 | 8 | 0.1% |
| 491 | 8 | 0.1% |
| 562 | 8 | 0.1% |
| 495 | 8 | 0.1% |
| 473 | 8 | 0.1% |
| 408 | 8 | 0.1% |
| 538 | 8 | 0.1% |
| Other values (1158) | 2616 |
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 180 | 1 | < 0.1% |
| 181 | 1 | < 0.1% |
| 184 | 1 | < 0.1% |
| 186 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3770 | 1 | |
| 3686 | 1 | |
| 3663 | 1 | |
| 3408 | 1 | |
| 3187 | 1 |
쇼핑_편의점_이용금액
Real number (ℝ)
Zeros 
| Distinct | 826 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 172.2378333 |
| Minimum | 0 |
|---|---|
| Maximum | 3008 |
| Zeros | 3648 |
| Zeros (%) | 60.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 245.25 |
| 95-th percentile | 823.15 |
| Maximum | 3008 |
| Range | 3008 |
| Interquartile range (IQR) | 245.25 |
Descriptive statistics
| Standard deviation | 323.6543758 |
|---|---|
| Coefficient of variation (CV) | 1.87911314 |
| Kurtosis | 12.8919596 |
| Mean | 172.2378333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.15713053 |
| Sum | 1033427 |
| Variance | 104752.155 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3648 | |
| 224 | 17 | 0.3% |
| 207 | 14 | 0.2% |
| 271 | 13 | 0.2% |
| 222 | 11 | 0.2% |
| 232 | 11 | 0.2% |
| 195 | 11 | 0.2% |
| 231 | 11 | 0.2% |
| 154 | 11 | 0.2% |
| 180 | 11 | 0.2% |
| Other values (816) | 2242 |
| Value | Count | Frequency (%) |
| 0 | 3648 | |
| 73 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3008 | 1 | |
| 2734 | 1 | |
| 2639 | 1 | |
| 2604 | 1 | |
| 2592 | 1 |
쇼핑_아울렛_이용금액
Real number (ℝ)
Zeros 
| Distinct | 253 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.19333333 |
| Minimum | 0 |
|---|---|
| Maximum | 910 |
| Zeros | 5498 |
| Zeros (%) | 91.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 508.05 |
| Maximum | 910 |
| Range | 910 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 151.8769427 |
|---|---|
| Coefficient of variation (CV) | 3.360605016 |
| Kurtosis | 8.627809543 |
| Mean | 45.19333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.183591829 |
| Sum | 271160 |
| Variance | 23066.60572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5498 | |
| 508 | 7 | 0.1% |
| 521 | 7 | 0.1% |
| 543 | 6 | 0.1% |
| 530 | 6 | 0.1% |
| 469 | 5 | 0.1% |
| 516 | 5 | 0.1% |
| 544 | 5 | 0.1% |
| 528 | 5 | 0.1% |
| 557 | 5 | 0.1% |
| Other values (243) | 451 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 5498 | |
| 329 | 1 | < 0.1% |
| 363 | 1 | < 0.1% |
| 366 | 1 | < 0.1% |
| 370 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 910 | 1 | |
| 864 | 1 | |
| 863 | 1 | |
| 833 | 1 | |
| 814 | 1 |
쇼핑_온라인_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1744 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1612.326667 |
| Minimum | 0 |
|---|---|
| Maximum | 76911 |
| Zeros | 3880 |
| Zeros (%) | 64.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 950.75 |
| 95-th percentile | 8549.05 |
| Maximum | 76911 |
| Range | 76911 |
| Interquartile range (IQR) | 950.75 |
Descriptive statistics
| Standard deviation | 4753.69042 |
|---|---|
| Coefficient of variation (CV) | 2.948341994 |
| Kurtosis | 58.39104772 |
| Mean | 1612.326667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.356213526 |
| Sum | 9673960 |
| Variance | 22597572.61 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3880 | |
| 1041 | 6 | 0.1% |
| 1134 | 5 | 0.1% |
| 588 | 4 | 0.1% |
| 1060 | 4 | 0.1% |
| 611 | 4 | 0.1% |
| 825 | 4 | 0.1% |
| 965 | 4 | 0.1% |
| 348 | 4 | 0.1% |
| 985 | 4 | 0.1% |
| Other values (1734) | 2081 |
| Value | Count | Frequency (%) |
| 0 | 3880 | |
| 129 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 151 | 1 | < 0.1% |
| 156 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 76911 | 1 | |
| 67597 | 1 | |
| 66308 | 1 | |
| 65569 | 1 | |
| 60322 | 1 |
쇼핑_기타_이용금액
Real number (ℝ)
Zeros 
| Distinct | 372 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.95116667 |
| Minimum | 0 |
|---|---|
| Maximum | 791 |
| Zeros | 4426 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 195.25 |
| 95-th percentile | 388 |
| Maximum | 791 |
| Range | 791 |
| Interquartile range (IQR) | 195.25 |
Descriptive statistics
| Standard deviation | 147.0716088 |
|---|---|
| Coefficient of variation (CV) | 1.772990239 |
| Kurtosis | 0.989414227 |
| Mean | 82.95116667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.489062985 |
| Sum | 497707 |
| Variance | 21630.05812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4426 | |
| 275 | 15 | 0.2% |
| 280 | 15 | 0.2% |
| 263 | 15 | 0.2% |
| 258 | 14 | 0.2% |
| 284 | 13 | 0.2% |
| 320 | 13 | 0.2% |
| 267 | 13 | 0.2% |
| 296 | 12 | 0.2% |
| 264 | 12 | 0.2% |
| Other values (362) | 1452 | 24.2% |
| Value | Count | Frequency (%) |
| 0 | 4426 | |
| 136 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 143 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 791 | 1 | |
| 745 | 1 | |
| 722 | 1 | |
| 692 | 1 | |
| 684 | 1 |
교통_주유이용금액
Real number (ℝ)
Zeros 
| Distinct | 1221 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 625.4131667 |
| Minimum | 0 |
|---|---|
| Maximum | 8024 |
| Zeros | 4241 |
| Zeros (%) | 70.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1423.25 |
| 95-th percentile | 2721.05 |
| Maximum | 8024 |
| Range | 8024 |
| Interquartile range (IQR) | 1423.25 |
Descriptive statistics
| Standard deviation | 1086.961974 |
|---|---|
| Coefficient of variation (CV) | 1.73799023 |
| Kurtosis | 3.809507163 |
| Mean | 625.4131667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.849721709 |
| Sum | 3752479 |
| Variance | 1181486.332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4241 | |
| 1586 | 5 | 0.1% |
| 1684 | 5 | 0.1% |
| 1794 | 5 | 0.1% |
| 1905 | 5 | 0.1% |
| 1884 | 5 | 0.1% |
| 1501 | 5 | 0.1% |
| 1559 | 4 | 0.1% |
| 2053 | 4 | 0.1% |
| 1753 | 4 | 0.1% |
| Other values (1211) | 1717 |
| Value | Count | Frequency (%) |
| 0 | 4241 | |
| 933 | 1 | < 0.1% |
| 951 | 1 | < 0.1% |
| 969 | 1 | < 0.1% |
| 977 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8024 | 1 | |
| 7758 | 1 | |
| 7179 | 1 | |
| 6793 | 1 | |
| 6690 | 1 |
교통_정비이용금액
Real number (ℝ)
Zeros 
| Distinct | 501 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.187 |
| Minimum | 0 |
|---|---|
| Maximum | 1218 |
| Zeros | 4698 |
| Zeros (%) | 78.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 533 |
| Maximum | 1218 |
| Range | 1218 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 197.2501879 |
|---|---|
| Coefficient of variation (CV) | 2.029594369 |
| Kurtosis | 2.711113379 |
| Mean | 97.187 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.897895887 |
| Sum | 583122 |
| Variance | 38907.63664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4698 | |
| 431 | 9 | 0.1% |
| 385 | 8 | 0.1% |
| 366 | 8 | 0.1% |
| 315 | 8 | 0.1% |
| 397 | 8 | 0.1% |
| 344 | 8 | 0.1% |
| 424 | 8 | 0.1% |
| 325 | 8 | 0.1% |
| 392 | 7 | 0.1% |
| Other values (491) | 1230 | 20.5% |
| Value | Count | Frequency (%) |
| 0 | 4698 | |
| 180 | 1 | < 0.1% |
| 187 | 1 | < 0.1% |
| 190 | 1 | < 0.1% |
| 193 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1218 | 1 | |
| 1098 | 1 | |
| 1081 | 1 | |
| 1051 | 1 | |
| 1029 | 1 |
교통_버스지하철이용금액
Real number (ℝ)
Zeros 
| Distinct | 869 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.4366667 |
| Minimum | 0 |
|---|---|
| Maximum | 2008 |
| Zeros | 4651 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1001.05 |
| Maximum | 2008 |
| Range | 2008 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 348.0458791 |
|---|---|
| Coefficient of variation (CV) | 2.313570799 |
| Kurtosis | 6.129759109 |
| Mean | 150.4366667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.569140487 |
| Sum | 902620 |
| Variance | 121135.934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4651 | |
| 208 | 5 | 0.1% |
| 587 | 5 | 0.1% |
| 508 | 5 | 0.1% |
| 512 | 5 | 0.1% |
| 604 | 5 | 0.1% |
| 463 | 5 | 0.1% |
| 750 | 5 | 0.1% |
| 575 | 5 | 0.1% |
| 573 | 5 | 0.1% |
| Other values (859) | 1304 | 21.7% |
| Value | Count | Frequency (%) |
| 0 | 4651 | |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2008 | 1 | |
| 1973 | 1 | |
| 1953 | 1 | |
| 1927 | 1 | |
| 1877 | 1 |
교통_택시이용금액
Real number (ℝ)
Zeros 
| Distinct | 293 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.50683333 |
| Minimum | 0 |
|---|---|
| Maximum | 549 |
| Zeros | 4710 |
| Zeros (%) | 78.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 302 |
| Maximum | 549 |
| Range | 549 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 112.8664436 |
|---|---|
| Coefficient of variation (CV) | 1.997394597 |
| Kurtosis | 1.742433656 |
| Mean | 56.50683333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.741231494 |
| Sum | 339041 |
| Variance | 12738.83409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4710 | |
| 229 | 17 | 0.3% |
| 261 | 17 | 0.3% |
| 224 | 16 | 0.3% |
| 210 | 16 | 0.3% |
| 225 | 16 | 0.3% |
| 204 | 15 | 0.2% |
| 208 | 14 | 0.2% |
| 214 | 14 | 0.2% |
| 230 | 13 | 0.2% |
| Other values (283) | 1152 | 19.2% |
| Value | Count | Frequency (%) |
| 0 | 4710 | |
| 123 | 1 | < 0.1% |
| 129 | 1 | < 0.1% |
| 134 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 549 | 1 | |
| 539 | 1 | |
| 534 | 1 | |
| 529 | 1 | |
| 515 | 1 |
교통_철도버스이용금액
Real number (ℝ)
Zeros 
| Distinct | 217 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.05583333 |
| Minimum | 0 |
|---|---|
| Maximum | 764 |
| Zeros | 5458 |
| Zeros (%) | 91.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 457 |
| Maximum | 764 |
| Range | 764 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 138.0508628 |
|---|---|
| Coefficient of variation (CV) | 3.206321934 |
| Kurtosis | 7.098804287 |
| Mean | 43.05583333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.969485987 |
| Sum | 258335 |
| Variance | 19058.04072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5458 | |
| 458 | 8 | 0.1% |
| 435 | 8 | 0.1% |
| 421 | 8 | 0.1% |
| 447 | 8 | 0.1% |
| 470 | 7 | 0.1% |
| 508 | 6 | 0.1% |
| 476 | 6 | 0.1% |
| 489 | 6 | 0.1% |
| 483 | 6 | 0.1% |
| Other values (207) | 479 | 8.0% |
| Value | Count | Frequency (%) |
| 0 | 5458 | |
| 288 | 1 | < 0.1% |
| 316 | 1 | < 0.1% |
| 323 | 1 | < 0.1% |
| 332 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 764 | 1 | |
| 683 | 1 | |
| 672 | 1 | |
| 644 | 2 | |
| 641 | 1 |
여유_운동이용금액
Real number (ℝ)
Zeros 
| Distinct | 446 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.3868333 |
| Minimum | 0 |
|---|---|
| Maximum | 2174 |
| Zeros | 5328 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 994.1 |
| Maximum | 2174 |
| Range | 2174 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 329.325569 |
|---|---|
| Coefficient of variation (CV) | 2.904442777 |
| Kurtosis | 6.805136868 |
| Mean | 113.3868333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.797287188 |
| Sum | 680321 |
| Variance | 108455.3304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5328 | |
| 861 | 5 | 0.1% |
| 889 | 5 | 0.1% |
| 690 | 5 | 0.1% |
| 1004 | 5 | 0.1% |
| 1041 | 5 | 0.1% |
| 919 | 5 | 0.1% |
| 893 | 4 | 0.1% |
| 827 | 4 | 0.1% |
| 891 | 4 | 0.1% |
| Other values (436) | 630 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 5328 | |
| 568 | 1 | < 0.1% |
| 628 | 2 | < 0.1% |
| 629 | 1 | < 0.1% |
| 630 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2174 | 1 | |
| 2150 | 1 | |
| 2040 | 1 | |
| 2016 | 1 | |
| 1966 | 1 |
여유_Pet이용금액
Real number (ℝ)
Zeros 
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.278333333 |
| Minimum | 0 |
|---|---|
| Maximum | 551 |
| Zeros | 5922 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 551 |
| Range | 551 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 54.84301982 |
|---|---|
| Coefficient of variation (CV) | 8.735283221 |
| Kurtosis | 73.39750602 |
| Mean | 6.278333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.662392831 |
| Sum | 37670 |
| Variance | 3007.756823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5922 | |
| 473 | 4 | 0.1% |
| 494 | 3 | 0.1% |
| 502 | 3 | 0.1% |
| 452 | 2 | < 0.1% |
| 512 | 2 | < 0.1% |
| 437 | 2 | < 0.1% |
| 487 | 2 | < 0.1% |
| 496 | 2 | < 0.1% |
| 462 | 2 | < 0.1% |
| Other values (46) | 56 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 5922 | |
| 364 | 1 | < 0.1% |
| 406 | 1 | < 0.1% |
| 413 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 551 | 1 | |
| 544 | 1 | |
| 536 | 1 | |
| 531 | 1 | |
| 528 | 1 |
여유_공연이용금액
Real number (ℝ)
Zeros 
| Distinct | 84 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.048 |
| Minimum | 0 |
|---|---|
| Maximum | 283 |
| Zeros | 5739 |
| Zeros (%) | 95.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 283 |
| Range | 283 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 42.63249095 |
|---|---|
| Coefficient of variation (CV) | 4.711813765 |
| Kurtosis | 18.9056136 |
| Mean | 9.048 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.546380243 |
| Sum | 54288 |
| Variance | 1817.529284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5739 | |
| 205 | 10 | 0.2% |
| 209 | 8 | 0.1% |
| 208 | 8 | 0.1% |
| 203 | 7 | 0.1% |
| 211 | 6 | 0.1% |
| 226 | 6 | 0.1% |
| 189 | 6 | 0.1% |
| 216 | 6 | 0.1% |
| 217 | 6 | 0.1% |
| Other values (74) | 198 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 5739 | |
| 142 | 1 | < 0.1% |
| 153 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 162 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 283 | 1 | < 0.1% |
| 269 | 1 | < 0.1% |
| 268 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 250 | 3 |
여유_공원이용금액
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.579 |
| Minimum | 0 |
|---|---|
| Maximum | 254 |
| Zeros | 5985 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 254 |
| Range | 254 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.57948357 |
|---|---|
| Coefficient of variation (CV) | 19.99910807 |
| Kurtosis | 398.9417841 |
| Mean | 0.579 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.9975328 |
| Sum | 3474 |
| Variance | 134.0844397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5985 | |
| 229 | 2 | < 0.1% |
| 214 | 2 | < 0.1% |
| 240 | 2 | < 0.1% |
| 228 | 2 | < 0.1% |
| 218 | 1 | < 0.1% |
| 227 | 1 | < 0.1% |
| 232 | 1 | < 0.1% |
| 254 | 1 | < 0.1% |
| 238 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5985 | |
| 214 | 2 | < 0.1% |
| 218 | 1 | < 0.1% |
| 227 | 1 | < 0.1% |
| 228 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 254 | 1 | |
| 247 | 1 | |
| 240 | 2 | |
| 238 | 1 | |
| 236 | 1 |
여유_숙박이용금액
Real number (ℝ)
Zeros 
| Distinct | 64 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7775 |
| Minimum | 0 |
|---|---|
| Maximum | 940 |
| Zeros | 5925 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 940 |
| Range | 940 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 78.44255137 |
|---|---|
| Coefficient of variation (CV) | 8.936776004 |
| Kurtosis | 78.61894485 |
| Mean | 8.7775 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.925373376 |
| Sum | 52665 |
| Variance | 6153.233866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5925 | |
| 732 | 4 | 0.1% |
| 769 | 3 | 0.1% |
| 618 | 3 | 0.1% |
| 684 | 2 | < 0.1% |
| 718 | 2 | < 0.1% |
| 689 | 2 | < 0.1% |
| 715 | 2 | < 0.1% |
| 624 | 2 | < 0.1% |
| 785 | 1 | < 0.1% |
| Other values (54) | 54 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 5925 | |
| 545 | 1 | < 0.1% |
| 564 | 1 | < 0.1% |
| 574 | 1 | < 0.1% |
| 590 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 940 | 1 | |
| 868 | 1 | |
| 856 | 1 | |
| 817 | 1 | |
| 814 | 1 |
여유_항공이용금액
Real number (ℝ)
Skewed  Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.986333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3394 |
| Zeros | 5988 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3394 |
| Range | 3394 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 133.941941 |
|---|---|
| Coefficient of variation (CV) | 22.37462125 |
| Kurtosis | 501.8994096 |
| Mean | 5.986333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.40600662 |
| Sum | 35918 |
| Variance | 17940.44355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5988 | |
| 2917 | 1 | < 0.1% |
| 2774 | 1 | < 0.1% |
| 2872 | 1 | < 0.1% |
| 3168 | 1 | < 0.1% |
| 2899 | 1 | < 0.1% |
| 3073 | 1 | < 0.1% |
| 2969 | 1 | < 0.1% |
| 2828 | 1 | < 0.1% |
| 3138 | 1 | < 0.1% |
| Other values (3) | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5988 | |
| 2774 | 1 | < 0.1% |
| 2828 | 1 | < 0.1% |
| 2872 | 1 | < 0.1% |
| 2899 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3394 | 1 | |
| 3168 | 1 | |
| 3138 | 1 | |
| 3073 | 1 | |
| 2977 | 1 |
여유_기타이용금액
Real number (ℝ)
Zeros 
| Distinct | 83 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.219166667 |
| Minimum | 0 |
|---|---|
| Maximum | 321 |
| Zeros | 5782 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 321 |
| Range | 321 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 42.55761574 |
|---|---|
| Coefficient of variation (CV) | 5.17785044 |
| Kurtosis | 23.80625648 |
| Mean | 8.219166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.045294429 |
| Sum | 49315 |
| Variance | 1811.150658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5782 | |
| 214 | 7 | 0.1% |
| 218 | 7 | 0.1% |
| 228 | 7 | 0.1% |
| 217 | 7 | 0.1% |
| 209 | 7 | 0.1% |
| 234 | 6 | 0.1% |
| 216 | 5 | 0.1% |
| 238 | 5 | 0.1% |
| 208 | 5 | 0.1% |
| Other values (73) | 162 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 5782 | |
| 171 | 1 | < 0.1% |
| 180 | 1 | < 0.1% |
| 181 | 1 | < 0.1% |
| 183 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 321 | 1 | |
| 300 | 1 | |
| 298 | 1 | |
| 283 | 1 | |
| 280 | 1 |
납부_통신비이용금액
Real number (ℝ)
Zeros 
| Distinct | 1298 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 599.5125 |
| Minimum | 0 |
|---|---|
| Maximum | 7169 |
| Zeros | 4234 |
| Zeros (%) | 70.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1206.25 |
| 95-th percentile | 2903.1 |
| Maximum | 7169 |
| Range | 7169 |
| Interquartile range (IQR) | 1206.25 |
Descriptive statistics
| Standard deviation | 1055.825415 |
|---|---|
| Coefficient of variation (CV) | 1.761139951 |
| Kurtosis | 2.841121903 |
| Mean | 599.5125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.791519984 |
| Sum | 3597075 |
| Variance | 1114767.307 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4234 | |
| 1390 | 5 | 0.1% |
| 1347 | 4 | 0.1% |
| 1493 | 4 | 0.1% |
| 1207 | 4 | 0.1% |
| 2092 | 4 | 0.1% |
| 1514 | 4 | 0.1% |
| 1355 | 4 | 0.1% |
| 1595 | 4 | 0.1% |
| 1246 | 4 | 0.1% |
| Other values (1288) | 1729 |
| Value | Count | Frequency (%) |
| 0 | 4234 | |
| 521 | 1 | < 0.1% |
| 582 | 1 | < 0.1% |
| 599 | 1 | < 0.1% |
| 608 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7169 | 1 | |
| 6665 | 1 | |
| 6540 | 1 | |
| 6215 | 1 | |
| 5941 | 1 |
납부_관리비이용금액
Real number (ℝ)
Zeros 
| Distinct | 146 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.7695 |
| Minimum | 0 |
|---|---|
| Maximum | 5101 |
| Zeros | 5821 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5101 |
| Range | 5101 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 803.1567835 |
|---|---|
| Coefficient of variation (CV) | 5.705474435 |
| Kurtosis | 28.68636614 |
| Mean | 140.7695 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.536043616 |
| Sum | 844617 |
| Variance | 645060.8188 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5821 | |
| 4755 | 4 | 0.1% |
| 4772 | 3 | 0.1% |
| 4751 | 3 | 0.1% |
| 4768 | 3 | 0.1% |
| 4750 | 3 | 0.1% |
| 4854 | 3 | 0.1% |
| 4705 | 2 | < 0.1% |
| 5005 | 2 | < 0.1% |
| 4614 | 2 | < 0.1% |
| Other values (136) | 154 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 5821 | |
| 4339 | 1 | < 0.1% |
| 4358 | 1 | < 0.1% |
| 4434 | 1 | < 0.1% |
| 4435 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5101 | 1 | |
| 5038 | 1 | |
| 5005 | 2 | |
| 4984 | 1 | |
| 4980 | 1 |
납부_가스전기료이용금액
Real number (ℝ)
Zeros 
| Distinct | 85 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.96166667 |
| Minimum | 0 |
|---|---|
| Maximum | 779 |
| Zeros | 5884 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 779 |
| Range | 779 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 85.61542227 |
|---|---|
| Coefficient of variation (CV) | 7.157482703 |
| Kurtosis | 48.83374444 |
| Mean | 11.96166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.090903733 |
| Sum | 71770 |
| Variance | 7330.000531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5884 | |
| 596 | 4 | 0.1% |
| 610 | 3 | 0.1% |
| 650 | 3 | 0.1% |
| 623 | 3 | 0.1% |
| 584 | 3 | 0.1% |
| 653 | 2 | < 0.1% |
| 518 | 2 | < 0.1% |
| 545 | 2 | < 0.1% |
| 677 | 2 | < 0.1% |
| Other values (75) | 92 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 5884 | |
| 485 | 1 | < 0.1% |
| 494 | 1 | < 0.1% |
| 518 | 2 | < 0.1% |
| 521 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 779 | 1 | |
| 759 | 1 | |
| 756 | 2 | |
| 733 | 1 | |
| 720 | 1 |
납부_보험료이용금액
Real number (ℝ)
Zeros 
| Distinct | 495 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 227.6498333 |
| Minimum | 0 |
|---|---|
| Maximum | 4053 |
| Zeros | 5357 |
| Zeros (%) | 89.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2093.15 |
| Maximum | 4053 |
| Range | 4053 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 666.4299946 |
|---|---|
| Coefficient of variation (CV) | 2.927434582 |
| Kurtosis | 5.569885205 |
| Mean | 227.6498333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.684457052 |
| Sum | 1365899 |
| Variance | 444128.9377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5357 | |
| 2096 | 4 | 0.1% |
| 2019 | 4 | 0.1% |
| 2054 | 4 | 0.1% |
| 1987 | 4 | 0.1% |
| 2109 | 3 | 0.1% |
| 2043 | 3 | 0.1% |
| 1957 | 3 | 0.1% |
| 1946 | 3 | 0.1% |
| 2191 | 3 | 0.1% |
| Other values (485) | 612 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 5357 | |
| 1169 | 1 | < 0.1% |
| 1289 | 1 | < 0.1% |
| 1321 | 1 | < 0.1% |
| 1370 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4053 | 1 | |
| 3341 | 1 | |
| 3290 | 1 | |
| 3236 | 1 | |
| 3184 | 1 |
납부_기타이용금액
Real number (ℝ)
Zeros 
| Distinct | 391 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.74983333 |
| Minimum | 0 |
|---|---|
| Maximum | 769 |
| Zeros | 4583 |
| Zeros (%) | 76.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 244 |
| Maximum | 769 |
| Range | 769 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 89.20341431 |
|---|---|
| Coefficient of variation (CV) | 2.64307718 |
| Kurtosis | 12.27276834 |
| Mean | 33.74983333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.326756523 |
| Sum | 202499 |
| Variance | 7957.249125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4583 | |
| 25 | 28 | 0.5% |
| 22 | 21 | 0.4% |
| 32 | 20 | 0.3% |
| 28 | 20 | 0.3% |
| 36 | 19 | 0.3% |
| 33 | 19 | 0.3% |
| 29 | 19 | 0.3% |
| 26 | 19 | 0.3% |
| 39 | 18 | 0.3% |
| Other values (381) | 1234 | 20.6% |
| Value | Count | Frequency (%) |
| 0 | 4583 | |
| 2 | 4 | 0.1% |
| 3 | 4 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 769 | 1 | |
| 714 | 1 | |
| 689 | 1 | |
| 686 | 1 | |
| 676 | 1 |
_1순위업종
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.357 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 198 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.7398544 |
|---|---|
| Coefficient of variation (CV) | 0.6288396603 |
| Kurtosis | -0.698112124 |
| Mean | 4.357 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.6689633782 |
| Sum | 26142 |
| Variance | 7.506802134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2512 | |
| 9 | 1285 | |
| 2 | 1130 | |
| 1 | 476 | 7.9% |
| 3 | 246 | 4.1% |
| 0 | 198 | 3.3% |
| 8 | 71 | 1.2% |
| 6 | 71 | 1.2% |
| 5 | 8 | 0.1% |
| 7 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 198 | 3.3% |
| 1 | 476 | 7.9% |
| 2 | 1130 | |
| 3 | 246 | 4.1% |
| 4 | 2512 |
| Value | Count | Frequency (%) |
| 9 | 1285 | |
| 8 | 71 | 1.2% |
| 7 | 3 | 0.1% |
| 6 | 71 | 1.2% |
| 5 | 8 | 0.1% |
_1순위업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 3650 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5488.844833 |
| Minimum | 0 |
|---|---|
| Maximum | 119605 |
| Zeros | 1285 |
| Zeros (%) | 21.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 26 |
| median | 2093.5 |
| Q3 | 6234.25 |
| 95-th percentile | 22696.15 |
| Maximum | 119605 |
| Range | 119605 |
| Interquartile range (IQR) | 6208.25 |
Descriptive statistics
| Standard deviation | 9975.033377 |
|---|---|
| Coefficient of variation (CV) | 1.81732836 |
| Kurtosis | 25.9999221 |
| Mean | 5488.844833 |
| Median Absolute Deviation (MAD) | 2093.5 |
| Skewness | 4.334485853 |
| Sum | 32933069 |
| Variance | 99501290.87 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1285 | 21.4% |
| 25 | 24 | 0.4% |
| 26 | 17 | 0.3% |
| 22 | 17 | 0.3% |
| 28 | 15 | 0.2% |
| 18 | 14 | 0.2% |
| 27 | 14 | 0.2% |
| 19 | 14 | 0.2% |
| 29 | 13 | 0.2% |
| 23 | 12 | 0.2% |
| Other values (3640) | 4575 |
| Value | Count | Frequency (%) |
| 0 | 1285 | |
| 2 | 4 | 0.1% |
| 3 | 4 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 119605 | 1 | |
| 103328 | 1 | |
| 95080 | 1 | |
| 93984 | 1 | |
| 93644 | 1 |
_2순위업종
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.207333333 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 95 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.171175746 |
|---|---|
| Coefficient of variation (CV) | 0.608982668 |
| Kurtosis | -1.645522293 |
| Mean | 5.207333333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.1668231781 |
| Sum | 31244 |
| Variance | 10.05635561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 2258 | |
| 3 | 1371 | |
| 4 | 768 | 12.8% |
| 2 | 661 | 11.0% |
| 1 | 561 | 9.3% |
| 6 | 173 | 2.9% |
| 0 | 95 | 1.6% |
| 8 | 77 | 1.3% |
| 5 | 26 | 0.4% |
| 7 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 95 | 1.6% |
| 1 | 561 | |
| 2 | 661 | |
| 3 | 1371 | |
| 4 | 768 |
| Value | Count | Frequency (%) |
| 9 | 2258 | |
| 8 | 77 | 1.3% |
| 7 | 10 | 0.2% |
| 6 | 173 | 2.9% |
| 5 | 26 | 0.4% |
_2순위업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 2747 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.181667 |
| Minimum | 0 |
|---|---|
| Maximum | 27420 |
| Zeros | 2258 |
| Zeros (%) | 37.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 997 |
| Q3 | 2585 |
| 95-th percentile | 8657.55 |
| Maximum | 27420 |
| Range | 27420 |
| Interquartile range (IQR) | 2585 |
Descriptive statistics
| Standard deviation | 3090.337095 |
|---|---|
| Coefficient of variation (CV) | 1.539639957 |
| Kurtosis | 10.06905183 |
| Mean | 2007.181667 |
| Median Absolute Deviation (MAD) | 997 |
| Skewness | 2.803777694 |
| Sum | 12043090 |
| Variance | 9550183.363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2258 | |
| 1649 | 7 | 0.1% |
| 42 | 6 | 0.1% |
| 904 | 6 | 0.1% |
| 1413 | 6 | 0.1% |
| 1665 | 6 | 0.1% |
| 1068 | 5 | 0.1% |
| 46 | 5 | 0.1% |
| 1514 | 5 | 0.1% |
| 905 | 5 | 0.1% |
| Other values (2737) | 3691 |
| Value | Count | Frequency (%) |
| 0 | 2258 | |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 27420 | 1 | |
| 23018 | 1 | |
| 22967 | 1 | |
| 22173 | 1 | |
| 22086 | 1 |
_3순위업종
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.273833333 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 35 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.81264624 |
|---|---|
| Coefficient of variation (CV) | 0.6077060128 |
| Kurtosis | -1.746508082 |
| Mean | 6.273833333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2126812782 |
| Sum | 37643 |
| Variance | 14.53627135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 2786 | |
| 1 | 953 | 15.9% |
| 3 | 936 | 15.6% |
| 2 | 409 | 6.8% |
| 4 | 358 | 6.0% |
| 7 | 243 | 4.0% |
| 9 | 116 | 1.9% |
| 5 | 73 | 1.2% |
| 8 | 58 | 1.0% |
| 0 | 35 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 35 | 0.6% |
| 1 | 953 | |
| 2 | 409 | |
| 3 | 936 | |
| 4 | 358 | 6.0% |
| Value | Count | Frequency (%) |
| 10 | 2786 | |
| 9 | 116 | 1.9% |
| 8 | 58 | 1.0% |
| 7 | 243 | 4.0% |
| 6 | 33 | 0.5% |
_3순위업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 2245 |
|---|---|
| Distinct (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1141.736833 |
| Minimum | 0 |
|---|---|
| Maximum | 18455 |
| Zeros | 2786 |
| Zeros (%) | 46.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 414 |
| Q3 | 1700.25 |
| 95-th percentile | 4268.1 |
| Maximum | 18455 |
| Range | 18455 |
| Interquartile range (IQR) | 1700.25 |
Descriptive statistics
| Standard deviation | 1795.734932 |
|---|---|
| Coefficient of variation (CV) | 1.572809845 |
| Kurtosis | 15.42769346 |
| Mean | 1141.736833 |
| Median Absolute Deviation (MAD) | 414 |
| Skewness | 3.130438428 |
| Sum | 6850421 |
| Variance | 3224663.947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2786 | |
| 1087 | 7 | 0.1% |
| 898 | 6 | 0.1% |
| 901 | 6 | 0.1% |
| 341 | 5 | 0.1% |
| 869 | 5 | 0.1% |
| 907 | 5 | 0.1% |
| 1430 | 5 | 0.1% |
| 916 | 5 | 0.1% |
| 1742 | 5 | 0.1% |
| Other values (2235) | 3165 |
| Value | Count | Frequency (%) |
| 0 | 2786 | |
| 8 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18455 | 1 | |
| 17452 | 1 | |
| 17353 | 1 | |
| 17027 | 1 | |
| 16979 | 1 |
_1순위쇼핑업종
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.075333333 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 1101 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.170856973 |
|---|---|
| Coefficient of variation (CV) | 0.6247583686 |
| Kurtosis | -1.243624197 |
| Mean | 5.075333333 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.6536026893 |
| Sum | 30452 |
| Variance | 10.05433394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 2307 | |
| 6 | 1564 | |
| 0 | 1101 | |
| 1 | 563 | 9.4% |
| 4 | 245 | 4.1% |
| 7 | 119 | 2.0% |
| 2 | 77 | 1.3% |
| 3 | 19 | 0.3% |
| 5 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1101 | |
| 1 | 563 | |
| 2 | 77 | 1.3% |
| 3 | 19 | 0.3% |
| 4 | 245 | 4.1% |
| Value | Count | Frequency (%) |
| 8 | 2307 | |
| 7 | 119 | 2.0% |
| 6 | 1564 | |
| 5 | 5 | 0.1% |
| 4 | 245 | 4.1% |
_1순위쇼핑업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 2338 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1928.029333 |
| Minimum | 0 |
|---|---|
| Maximum | 76911 |
| Zeros | 2307 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 739 |
| Q3 | 1517.25 |
| 95-th percentile | 8549.05 |
| Maximum | 76911 |
| Range | 76911 |
| Interquartile range (IQR) | 1517.25 |
Descriptive statistics
| Standard deviation | 4688.61507 |
|---|---|
| Coefficient of variation (CV) | 2.431817291 |
| Kurtosis | 60.1072662 |
| Mean | 1928.029333 |
| Median Absolute Deviation (MAD) | 739 |
| Skewness | 6.433385321 |
| Sum | 11568176 |
| Variance | 21983111.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2307 | |
| 863 | 10 | 0.2% |
| 721 | 9 | 0.1% |
| 747 | 9 | 0.1% |
| 784 | 8 | 0.1% |
| 779 | 8 | 0.1% |
| 839 | 8 | 0.1% |
| 1134 | 8 | 0.1% |
| 977 | 7 | 0.1% |
| 742 | 7 | 0.1% |
| Other values (2328) | 3619 |
| Value | Count | Frequency (%) |
| 0 | 2307 | |
| 139 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 149 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 76911 | 1 | |
| 67597 | 1 | |
| 66308 | 1 | |
| 65569 | 1 | |
| 60322 | 1 |
_2순위쇼핑업종
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.059 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 905 |
| Zeros (%) | 15.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.273729558 |
|---|---|
| Coefficient of variation (CV) | 0.6471100134 |
| Kurtosis | -1.494481281 |
| Mean | 5.059 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.474160023 |
| Sum | 30354 |
| Variance | 10.71730522 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 2860 | |
| 0 | 905 | 15.1% |
| 4 | 829 | 13.8% |
| 1 | 792 | 13.2% |
| 7 | 278 | 4.6% |
| 6 | 161 | 2.7% |
| 2 | 111 | 1.8% |
| 3 | 44 | 0.7% |
| 5 | 20 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 905 | |
| 1 | 792 | |
| 2 | 111 | 1.8% |
| 3 | 44 | 0.7% |
| 4 | 829 |
| Value | Count | Frequency (%) |
| 8 | 2860 | |
| 7 | 278 | 4.6% |
| 6 | 161 | 2.7% |
| 5 | 20 | 0.3% |
| 4 | 829 | 13.8% |
_2순위쇼핑업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1529 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 519.3636667 |
| Minimum | 0 |
|---|---|
| Maximum | 5862 |
| Zeros | 2860 |
| Zeros (%) | 47.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 266 |
| Q3 | 856 |
| 95-th percentile | 1875 |
| Maximum | 5862 |
| Range | 5862 |
| Interquartile range (IQR) | 856 |
Descriptive statistics
| Standard deviation | 683.3397827 |
|---|---|
| Coefficient of variation (CV) | 1.315725043 |
| Kurtosis | 5.191263547 |
| Mean | 519.3636667 |
| Median Absolute Deviation (MAD) | 266 |
| Skewness | 1.864502515 |
| Sum | 3116182 |
| Variance | 466953.2586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2860 | |
| 735 | 10 | 0.2% |
| 857 | 9 | 0.1% |
| 717 | 8 | 0.1% |
| 685 | 7 | 0.1% |
| 746 | 7 | 0.1% |
| 651 | 7 | 0.1% |
| 871 | 7 | 0.1% |
| 876 | 7 | 0.1% |
| 599 | 7 | 0.1% |
| Other values (1519) | 3071 |
| Value | Count | Frequency (%) |
| 0 | 2860 | |
| 96 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 112 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5862 | 1 | |
| 5509 | 1 | |
| 5320 | 1 | |
| 4766 | 1 | |
| 4664 | 1 |
_3순위쇼핑업종
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.859666667 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 495 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.863157843 |
|---|---|
| Coefficient of variation (CV) | 0.4886212827 |
| Kurtosis | -0.6785827302 |
| Mean | 5.859666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9350125736 |
| Sum | 35158 |
| Variance | 8.197672834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 3327 | |
| 4 | 786 | 13.1% |
| 0 | 495 | 8.2% |
| 7 | 412 | 6.9% |
| 1 | 388 | 6.5% |
| 3 | 201 | 3.4% |
| 2 | 190 | 3.2% |
| 6 | 138 | 2.3% |
| 5 | 63 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 495 | |
| 1 | 388 | |
| 2 | 190 | 3.2% |
| 3 | 201 | 3.4% |
| 4 | 786 |
| Value | Count | Frequency (%) |
| 8 | 3327 | |
| 7 | 412 | 6.9% |
| 6 | 138 | 2.3% |
| 5 | 63 | 1.1% |
| 4 | 786 | 13.1% |
_3순위쇼핑업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1279 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 358.5173333 |
| Minimum | 0 |
|---|---|
| Maximum | 5483 |
| Zeros | 3327 |
| Zeros (%) | 55.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 629.25 |
| 95-th percentile | 1451.1 |
| Maximum | 5483 |
| Range | 5483 |
| Interquartile range (IQR) | 629.25 |
Descriptive statistics
| Standard deviation | 544.3462787 |
|---|---|
| Coefficient of variation (CV) | 1.518326251 |
| Kurtosis | 6.977185197 |
| Mean | 358.5173333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.143802918 |
| Sum | 2151104 |
| Variance | 296312.8712 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3327 | |
| 675 | 9 | 0.1% |
| 249 | 8 | 0.1% |
| 732 | 8 | 0.1% |
| 801 | 8 | 0.1% |
| 719 | 8 | 0.1% |
| 271 | 8 | 0.1% |
| 263 | 8 | 0.1% |
| 817 | 7 | 0.1% |
| 484 | 7 | 0.1% |
| Other values (1269) | 2602 |
| Value | Count | Frequency (%) |
| 0 | 3327 | |
| 73 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5483 | 1 | |
| 5074 | 1 | |
| 4533 | 1 | |
| 4179 | 1 | |
| 4009 | 1 |
_1순위교통업종
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2845 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 689 |
| Zeros (%) | 11.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.853860625 |
|---|---|
| Coefficient of variation (CV) | 0.5644270437 |
| Kurtosis | -1.327495901 |
| Mean | 3.2845 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4362871107 |
| Sum | 19707 |
| Variance | 3.436799217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2944 | |
| 2 | 1735 | |
| 0 | 689 | 11.5% |
| 1 | 295 | 4.9% |
| 4 | 211 | 3.5% |
| 3 | 126 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 689 | 11.5% |
| 1 | 295 | 4.9% |
| 2 | 1735 | |
| 3 | 126 | 2.1% |
| 4 | 211 | 3.5% |
| Value | Count | Frequency (%) |
| 5 | 2944 | |
| 4 | 211 | 3.5% |
| 3 | 126 | 2.1% |
| 2 | 1735 | |
| 1 | 295 | 4.9% |
_1순위교통업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1842 |
|---|---|
| Distinct (%) | 30.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 748.5176667 |
| Minimum | 0 |
|---|---|
| Maximum | 8024 |
| Zeros | 2945 |
| Zeros (%) | 49.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 183 |
| Q3 | 1461 |
| 95-th percentile | 2721.05 |
| Maximum | 8024 |
| Range | 8024 |
| Interquartile range (IQR) | 1461 |
Descriptive statistics
| Standard deviation | 1055.335326 |
|---|---|
| Coefficient of variation (CV) | 1.409900358 |
| Kurtosis | 3.763552247 |
| Mean | 748.5176667 |
| Median Absolute Deviation (MAD) | 183 |
| Skewness | 1.723804248 |
| Sum | 4491106 |
| Variance | 1113732.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2945 | |
| 225 | 9 | 0.1% |
| 508 | 8 | 0.1% |
| 458 | 7 | 0.1% |
| 215 | 7 | 0.1% |
| 401 | 7 | 0.1% |
| 451 | 7 | 0.1% |
| 464 | 6 | 0.1% |
| 1586 | 6 | 0.1% |
| 398 | 6 | 0.1% |
| Other values (1832) | 2992 |
| Value | Count | Frequency (%) |
| 0 | 2945 | |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8024 | 1 | |
| 7758 | 1 | |
| 7179 | 1 | |
| 6793 | 1 | |
| 6690 | 1 |
_2순위교통업종
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9935 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 478 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.73271217 |
|---|---|
| Coefficient of variation (CV) | 0.4338831026 |
| Kurtosis | 0.3046441786 |
| Mean | 3.9935 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.413204355 |
| Sum | 23961 |
| Variance | 3.002291465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 4147 | |
| 1 | 649 | 10.8% |
| 0 | 478 | 8.0% |
| 4 | 423 | 7.0% |
| 3 | 279 | 4.7% |
| 2 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 649 | |
| 2 | 24 | 0.4% |
| 3 | 279 | |
| 4 | 423 |
| Value | Count | Frequency (%) |
| 5 | 4147 | |
| 4 | 423 | 7.0% |
| 3 | 279 | 4.7% |
| 2 | 24 | 0.4% |
| 1 | 649 | 10.8% |
_2순위교통업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 772 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.0475 |
| Minimum | 0 |
|---|---|
| Maximum | 1757 |
| Zeros | 4147 |
| Zeros (%) | 69.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 252.25 |
| 95-th percentile | 689.05 |
| Maximum | 1757 |
| Range | 1757 |
| Interquartile range (IQR) | 252.25 |
Descriptive statistics
| Standard deviation | 277.9572298 |
|---|---|
| Coefficient of variation (CV) | 1.840197486 |
| Kurtosis | 5.863471978 |
| Mean | 151.0475 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.268535454 |
| Sum | 906285 |
| Variance | 77260.22161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4147 | |
| 468 | 9 | 0.1% |
| 398 | 9 | 0.1% |
| 220 | 9 | 0.1% |
| 264 | 8 | 0.1% |
| 443 | 8 | 0.1% |
| 249 | 8 | 0.1% |
| 254 | 8 | 0.1% |
| 437 | 8 | 0.1% |
| 214 | 8 | 0.1% |
| Other values (762) | 1778 |
| Value | Count | Frequency (%) |
| 0 | 4147 | |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1757 | 1 | |
| 1755 | 1 | |
| 1721 | 1 | |
| 1713 | 1 | |
| 1653 | 1 |
_3순위교통업종
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6815 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 111 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8672849093 |
|---|---|
| Coefficient of variation (CV) | 0.2355792229 |
| Kurtosis | 7.490774987 |
| Mean | 3.6815 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.896487577 |
| Sum | 22089 |
| Variance | 0.7521831139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5089 | |
| 3 | 405 | 6.8% |
| 1 | 272 | 4.5% |
| 2 | 123 | 2.1% |
| 0 | 111 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 111 | 1.8% |
| 1 | 272 | 4.5% |
| 2 | 123 | 2.1% |
| 3 | 405 | 6.8% |
| 4 | 5089 |
| Value | Count | Frequency (%) |
| 4 | 5089 | |
| 3 | 405 | 6.8% |
| 2 | 123 | 2.1% |
| 1 | 272 | 4.5% |
| 0 | 111 | 1.8% |
_3순위교통업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 410 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.51533333 |
| Minimum | 0 |
|---|---|
| Maximum | 774 |
| Zeros | 5090 |
| Zeros (%) | 84.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 400.1 |
| Maximum | 774 |
| Range | 774 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 134.191649 |
|---|---|
| Coefficient of variation (CV) | 2.555285104 |
| Kurtosis | 5.477508039 |
| Mean | 52.51533333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.535057448 |
| Sum | 315092 |
| Variance | 18007.39866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5090 | |
| 397 | 7 | 0.1% |
| 299 | 7 | 0.1% |
| 213 | 7 | 0.1% |
| 224 | 7 | 0.1% |
| 230 | 7 | 0.1% |
| 261 | 7 | 0.1% |
| 238 | 7 | 0.1% |
| 288 | 6 | 0.1% |
| 352 | 6 | 0.1% |
| Other values (400) | 849 | 14.1% |
| Value | Count | Frequency (%) |
| 0 | 5090 | |
| 22 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 44 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 774 | 1 | |
| 771 | 1 | |
| 764 | 1 | |
| 734 | 1 | |
| 718 | 1 |
_1순위여유업종
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.478666667 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 58 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.347657567 |
|---|---|
| Coefficient of variation (CV) | 0.2080146482 |
| Kurtosis | 9.783840126 |
| Mean | 6.478666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.094224858 |
| Sum | 38872 |
| Variance | 1.816180919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4967 | |
| 5 | 666 | 11.1% |
| 1 | 154 | 2.6% |
| 4 | 119 | 2.0% |
| 0 | 58 | 1.0% |
| 3 | 23 | 0.4% |
| 6 | 12 | 0.2% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 58 | 1.0% |
| 1 | 154 | |
| 2 | 1 | < 0.1% |
| 3 | 23 | 0.4% |
| 4 | 119 |
| Value | Count | Frequency (%) |
| 7 | 4967 | |
| 6 | 12 | 0.2% |
| 5 | 666 | 11.1% |
| 4 | 119 | 2.0% |
| 3 | 23 | 0.4% |
_1순위여유업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 604 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.0748333 |
| Minimum | 0 |
|---|---|
| Maximum | 3394 |
| Zeros | 4967 |
| Zeros (%) | 82.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1000.05 |
| Maximum | 3394 |
| Range | 3394 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 354.2383666 |
|---|---|
| Coefficient of variation (CV) | 2.622534175 |
| Kurtosis | 12.37277818 |
| Mean | 135.0748333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.142981866 |
| Sum | 810449 |
| Variance | 125484.8204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4967 | |
| 208 | 10 | 0.2% |
| 209 | 8 | 0.1% |
| 201 | 8 | 0.1% |
| 216 | 8 | 0.1% |
| 211 | 7 | 0.1% |
| 202 | 7 | 0.1% |
| 213 | 7 | 0.1% |
| 205 | 7 | 0.1% |
| 228 | 6 | 0.1% |
| Other values (594) | 965 | 16.1% |
| Value | Count | Frequency (%) |
| 0 | 4967 | |
| 153 | 1 | < 0.1% |
| 164 | 1 | < 0.1% |
| 171 | 3 | 0.1% |
| 172 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3394 | 1 | |
| 3168 | 1 | |
| 3138 | 1 | |
| 3073 | 1 | |
| 2977 | 1 |
_2순위여유업종
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.872666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 14 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7105423051 |
|---|---|
| Coefficient of variation (CV) | 0.1209914244 |
| Kurtosis | 37.89868951 |
| Mean | 5.872666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -6.081232171 |
| Sum | 35236 |
| Variance | 0.5048703673 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5781 | |
| 4 | 72 | 1.2% |
| 1 | 71 | 1.2% |
| 3 | 49 | 0.8% |
| 0 | 14 | 0.2% |
| 2 | 7 | 0.1% |
| 5 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14 | 0.2% |
| 1 | 71 | |
| 2 | 7 | 0.1% |
| 3 | 49 | |
| 4 | 72 |
| Value | Count | Frequency (%) |
| 6 | 5781 | |
| 5 | 6 | 0.1% |
| 4 | 72 | 1.2% |
| 3 | 49 | 0.8% |
| 2 | 7 | 0.1% |
_2순위여유업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 139 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.763 |
| Minimum | 0 |
|---|---|
| Maximum | 1510 |
| Zeros | 5781 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1510 |
| Range | 1510 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 86.44306545 |
|---|---|
| Coefficient of variation (CV) | 6.280830157 |
| Kurtosis | 85.71940789 |
| Mean | 13.763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.459777346 |
| Sum | 82578 |
| Variance | 7472.403565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5781 | |
| 203 | 6 | 0.1% |
| 217 | 6 | 0.1% |
| 214 | 5 | 0.1% |
| 228 | 5 | 0.1% |
| 233 | 5 | 0.1% |
| 209 | 4 | 0.1% |
| 225 | 4 | 0.1% |
| 226 | 4 | 0.1% |
| 237 | 3 | 0.1% |
| Other values (129) | 177 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 5781 | |
| 142 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 162 | 1 | < 0.1% |
| 166 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1510 | 1 | |
| 1338 | 1 | |
| 1275 | 1 | |
| 1170 | 1 | |
| 1169 | 1 |
_3순위여유업종
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.972666667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 6 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3140105985 |
|---|---|
| Coefficient of variation (CV) | 0.06314732509 |
| Kurtosis | 167.7083761 |
| Mean | 4.972666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -12.73892122 |
| Sum | 29836 |
| Variance | 0.098602656 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 5941 | |
| 1 | 24 | 0.4% |
| 4 | 23 | 0.4% |
| 0 | 6 | 0.1% |
| 3 | 3 | 0.1% |
| 2 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.1% |
| 1 | 24 | |
| 2 | 3 | 0.1% |
| 3 | 3 | 0.1% |
| 4 | 23 |
| Value | Count | Frequency (%) |
| 5 | 5941 | |
| 4 | 23 | 0.4% |
| 3 | 3 | 0.1% |
| 2 | 3 | 0.1% |
| 1 | 24 | 0.4% |
_3순위여유업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.688333333 |
| Minimum | 0 |
|---|---|
| Maximum | 769 |
| Zeros | 5941 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 769 |
| Range | 769 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 30.13379396 |
|---|---|
| Coefficient of variation (CV) | 11.20909881 |
| Kurtosis | 260.4919945 |
| Mean | 2.688333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.52355042 |
| Sum | 16130 |
| Variance | 908.0455381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5941 | |
| 214 | 4 | 0.1% |
| 212 | 3 | 0.1% |
| 227 | 3 | 0.1% |
| 238 | 2 | < 0.1% |
| 195 | 2 | < 0.1% |
| 182 | 2 | < 0.1% |
| 210 | 2 | < 0.1% |
| 202 | 1 | < 0.1% |
| 522 | 1 | < 0.1% |
| Other values (39) | 39 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 5941 | |
| 168 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 182 | 2 | < 0.1% |
| 183 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 769 | 1 | |
| 723 | 1 | |
| 692 | 1 | |
| 528 | 1 | |
| 522 | 1 |
_1순위납부업종
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0115 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 20 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.223090515 |
|---|---|
| Coefficient of variation (CV) | 0.3048960527 |
| Kurtosis | -0.1805640499 |
| Mean | 4.0115 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.008932348 |
| Sum | 24069 |
| Variance | 1.495950408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2976 | |
| 4 | 1424 | |
| 2 | 889 | 14.8% |
| 3 | 512 | 8.5% |
| 1 | 179 | 3.0% |
| 0 | 20 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 20 | 0.3% |
| 1 | 179 | 3.0% |
| 2 | 889 | |
| 3 | 512 | 8.5% |
| 4 | 1424 |
| Value | Count | Frequency (%) |
| 5 | 2976 | |
| 4 | 1424 | |
| 3 | 512 | 8.5% |
| 2 | 889 | 14.8% |
| 1 | 179 | 3.0% |
_1순위납부업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 1822 |
|---|---|
| Distinct (%) | 30.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 845.2036667 |
| Minimum | 0 |
|---|---|
| Maximum | 7169 |
| Zeros | 2976 |
| Zeros (%) | 49.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 1695 |
| 95-th percentile | 3574.05 |
| Maximum | 7169 |
| Range | 7169 |
| Interquartile range (IQR) | 1695 |
Descriptive statistics
| Standard deviation | 1283.09595 |
|---|---|
| Coefficient of variation (CV) | 1.518090847 |
| Kurtosis | 1.576738212 |
| Mean | 845.2036667 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.509470202 |
| Sum | 5071222 |
| Variance | 1646335.217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2976 | |
| 25 | 27 | 0.4% |
| 22 | 21 | 0.4% |
| 28 | 20 | 0.3% |
| 26 | 19 | 0.3% |
| 32 | 18 | 0.3% |
| 39 | 18 | 0.3% |
| 29 | 18 | 0.3% |
| 33 | 17 | 0.3% |
| 34 | 17 | 0.3% |
| Other values (1812) | 2849 |
| Value | Count | Frequency (%) |
| 0 | 2976 | |
| 2 | 4 | 0.1% |
| 3 | 4 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 7169 | 1 | |
| 6665 | 1 | |
| 6540 | 1 | |
| 6215 | 1 | |
| 5941 | 1 |
_2순위납부업종
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.686333333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 55 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.855415208 |
|---|---|
| Coefficient of variation (CV) | 0.2320504226 |
| Kurtosis | 6.437182018 |
| Mean | 3.686333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.762612505 |
| Sum | 22118 |
| Variance | 0.7317351781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5137 | |
| 1 | 365 | 6.1% |
| 3 | 319 | 5.3% |
| 2 | 124 | 2.1% |
| 0 | 55 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 55 | 0.9% |
| 1 | 365 | 6.1% |
| 2 | 124 | 2.1% |
| 3 | 319 | 5.3% |
| 4 | 5137 |
| Value | Count | Frequency (%) |
| 4 | 5137 | |
| 3 | 319 | 5.3% |
| 2 | 124 | 2.1% |
| 1 | 365 | 6.1% |
| 0 | 55 | 0.9% |
_2순위납부업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 647 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.1498333 |
| Minimum | 0 |
|---|---|
| Maximum | 4264 |
| Zeros | 5137 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1502.2 |
| Maximum | 4264 |
| Range | 4264 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 502.2424756 |
|---|---|
| Coefficient of variation (CV) | 3.322811971 |
| Kurtosis | 15.28518026 |
| Mean | 151.1498333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.81731893 |
| Sum | 906899 |
| Variance | 252247.5043 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5137 | |
| 44 | 7 | 0.1% |
| 207 | 6 | 0.1% |
| 48 | 6 | 0.1% |
| 71 | 5 | 0.1% |
| 194 | 5 | 0.1% |
| 209 | 4 | 0.1% |
| 57 | 4 | 0.1% |
| 52 | 4 | 0.1% |
| 128 | 4 | 0.1% |
| Other values (637) | 818 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 5137 | |
| 23 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4264 | 1 | |
| 4258 | 1 | |
| 4227 | 1 | |
| 4192 | 1 | |
| 4018 | 1 |
_3순위납부업종
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.897666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 34 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5560989989 |
|---|---|
| Coefficient of variation (CV) | 0.1426748479 |
| Kurtosis | 28.95783926 |
| Mean | 3.897666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.476547649 |
| Sum | 23386 |
| Variance | 0.3092460966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5789 | |
| 1 | 147 | 2.5% |
| 0 | 34 | 0.6% |
| 3 | 23 | 0.4% |
| 2 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 34 | 0.6% |
| 1 | 147 | 2.5% |
| 2 | 7 | 0.1% |
| 3 | 23 | 0.4% |
| 4 | 5789 |
| Value | Count | Frequency (%) |
| 4 | 5789 | |
| 3 | 23 | 0.4% |
| 2 | 7 | 0.1% |
| 1 | 147 | 2.5% |
| 0 | 34 | 0.6% |
_3순위납부업종_이용금액
Real number (ℝ)
Zeros 
| Distinct | 183 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.8 |
| Minimum | 0 |
|---|---|
| Maximum | 2145 |
| Zeros | 5789 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2145 |
| Range | 2145 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 121.7103169 |
|---|---|
| Coefficient of variation (CV) | 7.703184612 |
| Kurtosis | 140.3760499 |
| Mean | 15.8 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.0171795 |
| Sum | 94800 |
| Variance | 14813.40123 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5789 | |
| 123 | 3 | 0.1% |
| 177 | 3 | 0.1% |
| 215 | 2 | < 0.1% |
| 192 | 2 | < 0.1% |
| 555 | 2 | < 0.1% |
| 653 | 2 | < 0.1% |
| 241 | 2 | < 0.1% |
| 60 | 2 | < 0.1% |
| 63 | 2 | < 0.1% |
| Other values (173) | 191 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 5789 | |
| 29 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2145 | 1 | |
| 2075 | 1 | |
| 2041 | 1 | |
| 2037 | 1 | |
| 1916 | 1 |
할부건수_3M_R12M
Real number (ℝ)
Zeros 
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9785 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 4477 |
| Zeros (%) | 74.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.428013735 |
|---|---|
| Coefficient of variation (CV) | 2.238066078 |
| Kurtosis | 11.9458917 |
| Mean | 1.9785 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.150820832 |
| Sum | 11871 |
| Variance | 19.60730563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4477 | |
| 4 | 414 | 6.9% |
| 3 | 181 | 3.0% |
| 5 | 156 | 2.6% |
| 8 | 128 | 2.1% |
| 7 | 97 | 1.6% |
| 9 | 89 | 1.5% |
| 6 | 89 | 1.5% |
| 10 | 54 | 0.9% |
| 12 | 45 | 0.8% |
| Other values (24) | 270 | 4.5% |
| Value | Count | Frequency (%) |
| 0 | 4477 | |
| 2 | 2 | < 0.1% |
| 3 | 181 | 3.0% |
| 4 | 414 | 6.9% |
| 5 | 156 | 2.6% |
| Value | Count | Frequency (%) |
| 34 | 2 | < 0.1% |
| 33 | 2 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30 | 5 |
할부건수_6M_R12M
Real number (ℝ)
Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7668333333 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 5061 |
| Zeros (%) | 84.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.955872579 |
|---|---|
| Coefficient of variation (CV) | 2.550583672 |
| Kurtosis | 8.074482169 |
| Mean | 0.7668333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.790056552 |
| Sum | 4601 |
| Variance | 3.825437545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5061 | |
| 4 | 397 | 6.6% |
| 3 | 205 | 3.4% |
| 5 | 88 | 1.5% |
| 7 | 64 | 1.1% |
| 8 | 62 | 1.0% |
| 6 | 53 | 0.9% |
| 9 | 38 | 0.6% |
| 10 | 19 | 0.3% |
| 13 | 5 | 0.1% |
| Other values (4) | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5061 | |
| 3 | 205 | 3.4% |
| 4 | 397 | 6.6% |
| 5 | 88 | 1.5% |
| 6 | 53 | 0.9% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 5 | |
| 12 | 1 | < 0.1% |
| 11 | 4 |
할부건수_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02866666667 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 5955 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3490919646 |
|---|---|
| Coefficient of variation (CV) | 12.17762667 |
| Kurtosis | 215.3256039 |
| Mean | 0.02866666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.83236341 |
| Sum | 172 |
| Variance | 0.1218651998 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5955 | |
| 3 | 26 | 0.4% |
| 4 | 13 | 0.2% |
| 7 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5955 | |
| 3 | 26 | 0.4% |
| 4 | 13 | 0.2% |
| 7 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 6 | 0.1% |
| 4 | 13 | 0.2% |
| 3 | 26 | 0.4% |
| 0 | 5955 |
할부건수_14M_R12M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03872983346 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 3 |
| Variance | 0.0015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 0 | 5999 |
할부금액_3M_R12M
Real number (ℝ)
Zeros 
| Distinct | 2024 |
|---|---|
| Distinct (%) | 33.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3842.109833 |
| Minimum | 0 |
|---|---|
| Maximum | 82309 |
| Zeros | 3832 |
| Zeros (%) | 63.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4370.75 |
| 95-th percentile | 19597.3 |
| Maximum | 82309 |
| Range | 82309 |
| Interquartile range (IQR) | 4370.75 |
Descriptive statistics
| Standard deviation | 8132.095497 |
|---|---|
| Coefficient of variation (CV) | 2.116570283 |
| Kurtosis | 16.24935019 |
| Mean | 3842.109833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.500776413 |
| Sum | 23052659 |
| Variance | 66130977.18 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3832 | |
| 2354 | 4 | 0.1% |
| 1988 | 4 | 0.1% |
| 6502 | 3 | 0.1% |
| 5265 | 3 | 0.1% |
| 2235 | 3 | 0.1% |
| 4310 | 2 | < 0.1% |
| 2447 | 2 | < 0.1% |
| 10378 | 2 | < 0.1% |
| 5144 | 2 | < 0.1% |
| Other values (2014) | 2143 |
| Value | Count | Frequency (%) |
| 0 | 3832 | |
| 1005 | 1 | < 0.1% |
| 1030 | 1 | < 0.1% |
| 1047 | 1 | < 0.1% |
| 1060 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82309 | 1 | |
| 75132 | 1 | |
| 74386 | 1 | |
| 73656 | 1 | |
| 69928 | 1 |
할부금액_6M_R12M
Real number (ℝ)
Zeros 
| Distinct | 1469 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2236.412333 |
| Minimum | 0 |
|---|---|
| Maximum | 38179 |
| Zeros | 4420 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3015.75 |
| 95-th percentile | 12635.15 |
| Maximum | 38179 |
| Range | 38179 |
| Interquartile range (IQR) | 3015.75 |
Descriptive statistics
| Standard deviation | 4731.543016 |
|---|---|
| Coefficient of variation (CV) | 2.115684548 |
| Kurtosis | 9.461384832 |
| Mean | 2236.412333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.798293134 |
| Sum | 13418474 |
| Variance | 22387499.31 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4420 | |
| 4888 | 3 | 0.1% |
| 4857 | 3 | 0.1% |
| 2741 | 3 | 0.1% |
| 7445 | 3 | 0.1% |
| 2449 | 3 | 0.1% |
| 6626 | 3 | 0.1% |
| 5271 | 3 | 0.1% |
| 8240 | 3 | 0.1% |
| 5706 | 2 | < 0.1% |
| Other values (1459) | 1554 | 25.9% |
| Value | Count | Frequency (%) |
| 0 | 4420 | |
| 1877 | 1 | < 0.1% |
| 2023 | 1 | < 0.1% |
| 2041 | 1 | < 0.1% |
| 2054 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38179 | 1 | |
| 38050 | 1 | |
| 37636 | 1 | |
| 36751 | 1 | |
| 36012 | 1 |
할부금액_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 400 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 505.4918333 |
| Minimum | 0 |
|---|---|
| Maximum | 22602 |
| Zeros | 5578 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3692.25 |
| Maximum | 22602 |
| Range | 22602 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2135.989011 |
|---|---|
| Coefficient of variation (CV) | 4.225565816 |
| Kurtosis | 28.41499497 |
| Mean | 505.4918333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.063574912 |
| Sum | 3032951 |
| Variance | 4562449.056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5578 | |
| 3551 | 2 | < 0.1% |
| 3681 | 2 | < 0.1% |
| 3513 | 2 | < 0.1% |
| 7813 | 2 | < 0.1% |
| 3839 | 2 | < 0.1% |
| 11982 | 2 | < 0.1% |
| 8021 | 2 | < 0.1% |
| 3841 | 2 | < 0.1% |
| 10972 | 2 | < 0.1% |
| Other values (390) | 404 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 5578 | |
| 2846 | 1 | < 0.1% |
| 2992 | 1 | < 0.1% |
| 3031 | 1 | < 0.1% |
| 3069 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22602 | 1 | |
| 22426 | 1 | |
| 22331 | 1 | |
| 21621 | 1 | |
| 18985 | 1 |
할부금액_14M_R12M
Real number (ℝ)
Zeros 
| Distinct | 159 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.068 |
| Minimum | 0 |
|---|---|
| Maximum | 5571 |
| Zeros | 5813 |
| Zeros (%) | 96.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5571 |
| Range | 5571 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 722.1050533 |
|---|---|
| Coefficient of variation (CV) | 5.594764413 |
| Kurtosis | 28.07280815 |
| Mean | 129.068 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.458811731 |
| Sum | 774408 |
| Variance | 521435.708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5813 | |
| 4092 | 3 | 0.1% |
| 4176 | 3 | 0.1% |
| 3565 | 3 | 0.1% |
| 3568 | 3 | 0.1% |
| 4141 | 2 | < 0.1% |
| 3924 | 2 | < 0.1% |
| 3570 | 2 | < 0.1% |
| 4101 | 2 | < 0.1% |
| 4150 | 2 | < 0.1% |
| Other values (149) | 165 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 5813 | |
| 3562 | 1 | < 0.1% |
| 3563 | 2 | < 0.1% |
| 3564 | 2 | < 0.1% |
| 3565 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 5571 | 1 | |
| 5437 | 1 | |
| 5180 | 1 | |
| 5139 | 1 | |
| 5066 | 1 |
할부건수_유이자_3M_R12M
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3841666667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 5515 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.372794012 |
|---|---|
| Coefficient of variation (CV) | 3.573433437 |
| Kurtosis | 15.45876468 |
| Mean | 0.3841666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.84011933 |
| Sum | 2305 |
| Variance | 1.884563399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5515 | |
| 4 | 243 | 4.0% |
| 5 | 84 | 1.4% |
| 3 | 60 | 1.0% |
| 6 | 28 | 0.5% |
| 7 | 27 | 0.4% |
| 8 | 24 | 0.4% |
| 9 | 10 | 0.2% |
| 10 | 6 | 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5515 | |
| 3 | 60 | 1.0% |
| 4 | 243 | 4.0% |
| 5 | 84 | 1.4% |
| 6 | 28 | 0.5% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| 9 | 10 | |
| 8 | 24 |
할부건수_유이자_6M_R12M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08983333333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5846 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5592990626 |
|---|---|
| Coefficient of variation (CV) | 6.225963591 |
| Kurtosis | 37.11059154 |
| Mean | 0.08983333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.192138138 |
| Sum | 539 |
| Variance | 0.3128154415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5846 | |
| 4 | 77 | 1.3% |
| 3 | 77 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 5846 | |
| 3 | 77 | 1.3% |
| 4 | 77 | 1.3% |
| Value | Count | Frequency (%) |
| 4 | 77 | 1.3% |
| 3 | 77 | 1.3% |
| 0 | 5846 |
할부건수_유이자_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01316666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5980 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2280394101 |
|---|---|
| Coefficient of variation (CV) | 17.31944887 |
| Kurtosis | 298.1071719 |
| Mean | 0.01316666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.30516158 |
| Sum | 79 |
| Variance | 0.05200197255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5980 | |
| 4 | 19 | 0.3% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5980 | |
| 3 | 1 | < 0.1% |
| 4 | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 4 | 19 | 0.3% |
| 3 | 1 | < 0.1% |
| 0 | 5980 |
할부건수_유이자_14M_R12M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03872983346 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 3 |
| Variance | 0.0015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 0 | 5999 |
할부금액_유이자_3M_R12M
Real number (ℝ)
Zeros 
| Distinct | 738 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 974.969 |
| Minimum | 0 |
|---|---|
| Maximum | 19767 |
| Zeros | 5222 |
| Zeros (%) | 87.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7118.55 |
| Maximum | 19767 |
| Range | 19767 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2819.745331 |
|---|---|
| Coefficient of variation (CV) | 2.892138448 |
| Kurtosis | 11.40197868 |
| Mean | 974.969 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.281406179 |
| Sum | 5849814 |
| Variance | 7950963.73 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5222 | |
| 5997 | 2 | < 0.1% |
| 5424 | 2 | < 0.1% |
| 8952 | 2 | < 0.1% |
| 6300 | 2 | < 0.1% |
| 4776 | 2 | < 0.1% |
| 4522 | 2 | < 0.1% |
| 4066 | 2 | < 0.1% |
| 6191 | 2 | < 0.1% |
| 5772 | 2 | < 0.1% |
| Other values (728) | 760 | 12.7% |
| Value | Count | Frequency (%) |
| 0 | 5222 | |
| 2188 | 1 | < 0.1% |
| 2350 | 1 | < 0.1% |
| 2364 | 1 | < 0.1% |
| 2406 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19767 | 1 | |
| 19391 | 1 | |
| 19189 | 1 | |
| 19072 | 1 | |
| 18559 | 1 |
할부금액_유이자_6M_R12M
Real number (ℝ)
Zeros 
| Distinct | 380 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 459.9843333 |
| Minimum | 0 |
|---|---|
| Maximum | 10244 |
| Zeros | 5591 |
| Zeros (%) | 93.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6091.2 |
| Maximum | 10244 |
| Range | 10244 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1720.054906 |
|---|---|
| Coefficient of variation (CV) | 3.739377152 |
| Kurtosis | 11.16336658 |
| Mean | 459.9843333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.568706127 |
| Sum | 2759906 |
| Variance | 2958588.881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5591 | |
| 6059 | 3 | 0.1% |
| 6490 | 2 | < 0.1% |
| 6741 | 2 | < 0.1% |
| 5971 | 2 | < 0.1% |
| 6348 | 2 | < 0.1% |
| 6913 | 2 | < 0.1% |
| 6954 | 2 | < 0.1% |
| 7671 | 2 | < 0.1% |
| 5261 | 2 | < 0.1% |
| Other values (370) | 390 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 5591 | |
| 4658 | 1 | < 0.1% |
| 4817 | 1 | < 0.1% |
| 4853 | 1 | < 0.1% |
| 4952 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10244 | 1 | |
| 10236 | 1 | |
| 10225 | 1 | |
| 10141 | 1 | |
| 9796 | 1 |
할부금액_유이자_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.3456667 |
| Minimum | 0 |
|---|---|
| Maximum | 14453 |
| Zeros | 5894 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14453 |
| Range | 14453 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1476.697727 |
|---|---|
| Coefficient of variation (CV) | 7.482797833 |
| Kurtosis | 53.23969882 |
| Mean | 197.3456667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.403136873 |
| Sum | 1184074 |
| Variance | 2180636.177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5894 | |
| 11574 | 2 | < 0.1% |
| 11982 | 2 | < 0.1% |
| 10972 | 2 | < 0.1% |
| 12139 | 1 | < 0.1% |
| 10309 | 1 | < 0.1% |
| 11011 | 1 | < 0.1% |
| 11316 | 1 | < 0.1% |
| 11522 | 1 | < 0.1% |
| 10446 | 1 | < 0.1% |
| Other values (94) | 94 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 5894 | |
| 8897 | 1 | < 0.1% |
| 9233 | 1 | < 0.1% |
| 9327 | 1 | < 0.1% |
| 9574 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14453 | 1 | |
| 13278 | 1 | |
| 13275 | 1 | |
| 13168 | 1 | |
| 12870 | 1 |
할부금액_유이자_14M_R12M
Real number (ℝ)
Zeros 
| Distinct | 149 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.9628333 |
| Minimum | 0 |
|---|---|
| Maximum | 5571 |
| Zeros | 5830 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5571 |
| Range | 5571 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 698.4956052 |
|---|---|
| Coefficient of variation (CV) | 5.871544798 |
| Kurtosis | 31.15909485 |
| Mean | 118.9628333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.736802094 |
| Sum | 713777 |
| Variance | 487896.1105 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5830 | |
| 4176 | 3 | 0.1% |
| 4092 | 3 | 0.1% |
| 4190 | 2 | < 0.1% |
| 4045 | 2 | < 0.1% |
| 4074 | 2 | < 0.1% |
| 3989 | 2 | < 0.1% |
| 4491 | 2 | < 0.1% |
| 4117 | 2 | < 0.1% |
| 4189 | 2 | < 0.1% |
| Other values (139) | 150 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 5830 | |
| 3657 | 1 | < 0.1% |
| 3749 | 1 | < 0.1% |
| 3823 | 1 | < 0.1% |
| 3835 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5571 | 1 | |
| 5437 | 1 | |
| 5180 | 1 | |
| 5139 | 1 | |
| 5066 | 1 |
할부건수_무이자_3M_R12M
Real number (ℝ)
Zeros 
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.594333333 |
| Minimum | 0 |
|---|---|
| Maximum | 31 |
| Zeros | 4579 |
| Zeros (%) | 76.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.761355144 |
|---|---|
| Coefficient of variation (CV) | 2.359202474 |
| Kurtosis | 16.69337481 |
| Mean | 1.594333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.620292486 |
| Sum | 9566 |
| Variance | 14.14779252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4579 | |
| 4 | 466 | 7.8% |
| 5 | 206 | 3.4% |
| 3 | 190 | 3.2% |
| 6 | 121 | 2.0% |
| 7 | 83 | 1.4% |
| 8 | 71 | 1.2% |
| 9 | 44 | 0.7% |
| 12 | 34 | 0.6% |
| 10 | 31 | 0.5% |
| Other values (21) | 175 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 4579 | |
| 2 | 2 | < 0.1% |
| 3 | 190 | 3.2% |
| 4 | 466 | 7.8% |
| 5 | 206 | 3.4% |
| Value | Count | Frequency (%) |
| 31 | 1 | < 0.1% |
| 30 | 5 | |
| 29 | 4 | |
| 28 | 6 | |
| 27 | 2 | < 0.1% |
할부건수_무이자_6M_R12M
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.677 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 5095 |
| Zeros (%) | 84.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.717797855 |
|---|---|
| Coefficient of variation (CV) | 2.537367585 |
| Kurtosis | 6.769569076 |
| Mean | 0.677 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.631373425 |
| Sum | 4062 |
| Variance | 2.950829472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5095 | |
| 4 | 438 | 7.3% |
| 3 | 201 | 3.4% |
| 5 | 113 | 1.9% |
| 6 | 55 | 0.9% |
| 8 | 40 | 0.7% |
| 7 | 23 | 0.4% |
| 9 | 21 | 0.4% |
| 10 | 12 | 0.2% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5095 | |
| 3 | 201 | 3.4% |
| 4 | 438 | 7.3% |
| 5 | 113 | 1.9% |
| 6 | 55 | 0.9% |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 10 | 12 | 0.2% |
| 9 | 21 | |
| 8 | 40 | |
| 7 | 23 |
할부건수_무이자_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0155 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5969 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2150987244 |
|---|---|
| Coefficient of variation (CV) | 13.87733706 |
| Kurtosis | 188.7118036 |
| Mean | 0.0155 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.80756676 |
| Sum | 93 |
| Variance | 0.04626746124 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5969 | |
| 3 | 31 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5969 | |
| 3 | 31 | 0.5% |
| Value | Count | Frequency (%) |
| 3 | 31 | 0.5% |
| 0 | 5969 |
할부금액_무이자_3M_R12M
Real number (ℝ)
Zeros 
| Distinct | 1853 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2867.092333 |
| Minimum | 0 |
|---|---|
| Maximum | 82309 |
| Zeros | 3998 |
| Zeros (%) | 66.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2796.25 |
| 95-th percentile | 15223.8 |
| Maximum | 82309 |
| Range | 82309 |
| Interquartile range (IQR) | 2796.25 |
Descriptive statistics
| Standard deviation | 6882.615399 |
|---|---|
| Coefficient of variation (CV) | 2.400555894 |
| Kurtosis | 26.59917023 |
| Mean | 2867.092333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.436600292 |
| Sum | 17202554 |
| Variance | 47370394.73 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3998 | |
| 1988 | 4 | 0.1% |
| 2354 | 4 | 0.1% |
| 5265 | 3 | 0.1% |
| 2708 | 3 | 0.1% |
| 6922 | 3 | 0.1% |
| 2235 | 3 | 0.1% |
| 6659 | 3 | 0.1% |
| 14204 | 2 | < 0.1% |
| 4310 | 2 | < 0.1% |
| Other values (1843) | 1975 |
| Value | Count | Frequency (%) |
| 0 | 3998 | |
| 930 | 1 | < 0.1% |
| 942 | 1 | < 0.1% |
| 954 | 1 | < 0.1% |
| 976 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82309 | 1 | |
| 75132 | 1 | |
| 73656 | 1 | |
| 69928 | 1 | |
| 64611 | 1 |
할부금액_무이자_6M_R12M
Real number (ℝ)
Zeros 
| Distinct | 1340 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1776.4055 |
| Minimum | 0 |
|---|---|
| Maximum | 38179 |
| Zeros | 4552 |
| Zeros (%) | 75.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9381.55 |
| Maximum | 38179 |
| Range | 38179 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3999.144773 |
|---|---|
| Coefficient of variation (CV) | 2.251256694 |
| Kurtosis | 15.09321498 |
| Mean | 1776.4055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.32176029 |
| Sum | 10658433 |
| Variance | 15993158.91 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4552 | |
| 4857 | 3 | 0.1% |
| 2741 | 3 | 0.1% |
| 2449 | 3 | 0.1% |
| 5271 | 3 | 0.1% |
| 3347 | 3 | 0.1% |
| 3638 | 3 | 0.1% |
| 5965 | 3 | 0.1% |
| 8240 | 3 | 0.1% |
| 4888 | 3 | 0.1% |
| Other values (1330) | 1421 | 23.7% |
| Value | Count | Frequency (%) |
| 0 | 4552 | |
| 1877 | 1 | < 0.1% |
| 2023 | 1 | < 0.1% |
| 2041 | 1 | < 0.1% |
| 2054 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38179 | 1 | |
| 38050 | 1 | |
| 37636 | 1 | |
| 36751 | 1 | |
| 36012 | 1 |
할부금액_무이자_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 230 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.1883333 |
| Minimum | 0 |
|---|---|
| Maximum | 4479 |
| Zeros | 5745 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4479 |
| Range | 4479 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 748.6508747 |
|---|---|
| Coefficient of variation (CV) | 4.762763615 |
| Kurtosis | 19.2257465 |
| Mean | 157.1883333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.587466388 |
| Sum | 943130 |
| Variance | 560478.1322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5745 | |
| 3432 | 2 | < 0.1% |
| 3513 | 2 | < 0.1% |
| 3839 | 2 | < 0.1% |
| 3679 | 2 | < 0.1% |
| 3775 | 2 | < 0.1% |
| 3841 | 2 | < 0.1% |
| 3551 | 2 | < 0.1% |
| 3474 | 2 | < 0.1% |
| 3427 | 2 | < 0.1% |
| Other values (220) | 237 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 5745 | |
| 2846 | 1 | < 0.1% |
| 2992 | 1 | < 0.1% |
| 3031 | 1 | < 0.1% |
| 3069 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4479 | 1 | |
| 4471 | 1 | |
| 4468 | 1 | |
| 4458 | 1 | |
| 4454 | 1 |
할부금액_무이자_14M_R12M
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.10516667 |
| Minimum | 0 |
|---|---|
| Maximum | 3574 |
| Zeros | 5983 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3574 |
| Range | 3574 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 189.5897593 |
|---|---|
| Coefficient of variation (CV) | 18.76166574 |
| Kurtosis | 348.2361819 |
| Mean | 10.10516667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.7114896 |
| Sum | 60631 |
| Variance | 35944.27682 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5983 | |
| 3568 | 3 | 0.1% |
| 3565 | 3 | 0.1% |
| 3563 | 2 | < 0.1% |
| 3564 | 2 | < 0.1% |
| 3570 | 2 | < 0.1% |
| 3566 | 1 | < 0.1% |
| 3562 | 1 | < 0.1% |
| 3569 | 1 | < 0.1% |
| 3574 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5983 | |
| 3562 | 1 | < 0.1% |
| 3563 | 2 | < 0.1% |
| 3564 | 2 | < 0.1% |
| 3565 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 3574 | 1 | < 0.1% |
| 3570 | 2 | |
| 3569 | 1 | < 0.1% |
| 3568 | 3 | |
| 3567 | 1 | < 0.1% |
할부금액_부분_12M_R12M
Real number (ℝ)
Zeros 
| Distinct | 105 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.9528333 |
| Minimum | 0 |
|---|---|
| Maximum | 9293 |
| Zeros | 5886 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9293 |
| Range | 9293 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1086.294042 |
|---|---|
| Coefficient of variation (CV) | 7.196248115 |
| Kurtosis | 48.28094873 |
| Mean | 150.9528333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.079057576 |
| Sum | 905717 |
| Variance | 1180034.746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 7922 | 2 | < 0.1% |
| 8041 | 2 | < 0.1% |
| 8252 | 2 | < 0.1% |
| 8362 | 2 | < 0.1% |
| 8045 | 2 | < 0.1% |
| 7813 | 2 | < 0.1% |
| 8021 | 2 | < 0.1% |
| 8163 | 2 | < 0.1% |
| 7754 | 2 | < 0.1% |
| Other values (95) | 96 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 5886 | |
| 6897 | 1 | < 0.1% |
| 6921 | 1 | < 0.1% |
| 7015 | 1 | < 0.1% |
| 7042 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9293 | 1 | |
| 9102 | 1 | |
| 8951 | 1 | |
| 8813 | 1 | |
| 8618 | 1 |
RP건수_B0M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8235 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 3148 |
| Zeros (%) | 52.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.093715587 |
|---|---|
| Coefficient of variation (CV) | 1.328130646 |
| Kurtosis | 1.938378974 |
| Mean | 0.8235 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.455487512 |
| Sum | 4941 |
| Variance | 1.196213786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3148 | |
| 1 | 1523 | |
| 2 | 802 | 13.4% |
| 3 | 359 | 6.0% |
| 4 | 108 | 1.8% |
| 5 | 55 | 0.9% |
| 6 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3148 | |
| 1 | 1523 | |
| 2 | 802 | 13.4% |
| 3 | 359 | 6.0% |
| 4 | 108 | 1.8% |
| Value | Count | Frequency (%) |
| 6 | 5 | 0.1% |
| 5 | 55 | 0.9% |
| 4 | 108 | 1.8% |
| 3 | 359 | |
| 2 | 802 |
RP금액_B0M
Real number (ℝ)
Zeros 
| Distinct | 1241 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 318.7115 |
| Minimum | 0 |
|---|---|
| Maximum | 11869 |
| Zeros | 3129 |
| Zeros (%) | 52.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 360 |
| 95-th percentile | 1347 |
| Maximum | 11869 |
| Range | 11869 |
| Interquartile range (IQR) | 360 |
Descriptive statistics
| Standard deviation | 841.683777 |
|---|---|
| Coefficient of variation (CV) | 2.640895534 |
| Kurtosis | 56.12111208 |
| Mean | 318.7115 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.386211977 |
| Sum | 1912269 |
| Variance | 708431.5805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3129 | |
| 9 | 48 | 0.8% |
| 7 | 45 | 0.8% |
| 8 | 37 | 0.6% |
| 11 | 36 | 0.6% |
| 6 | 32 | 0.5% |
| 10 | 31 | 0.5% |
| 14 | 26 | 0.4% |
| 3 | 24 | 0.4% |
| 12 | 23 | 0.4% |
| Other values (1231) | 2569 |
| Value | Count | Frequency (%) |
| 0 | 3129 | |
| 1 | 2 | < 0.1% |
| 2 | 17 | 0.3% |
| 3 | 24 | 0.4% |
| 4 | 17 | 0.3% |
| Value | Count | Frequency (%) |
| 11869 | 1 | |
| 11366 | 1 | |
| 11293 | 1 | |
| 10511 | 1 | |
| 10432 | 1 |
RP유형건수_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6645 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 3228 |
| Zeros (%) | 53.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8414616804 |
|---|---|
| Coefficient of variation (CV) | 1.266308022 |
| Kurtosis | 0.3702937254 |
| Mean | 0.6645 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.099578775 |
| Sum | 3987 |
| Variance | 0.7080577596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3228 | |
| 1 | 1797 | |
| 2 | 735 | 12.2% |
| 3 | 240 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 3228 | |
| 1 | 1797 | |
| 2 | 735 | 12.2% |
| 3 | 240 | 4.0% |
| Value | Count | Frequency (%) |
| 3 | 240 | 4.0% |
| 2 | 735 | 12.2% |
| 1 | 1797 | |
| 0 | 3228 |
RP건수_통신_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3126666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 4526 |
| Zeros (%) | 75.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5907320737 |
|---|---|
| Coefficient of variation (CV) | 1.889334991 |
| Kurtosis | 1.850620606 |
| Mean | 0.3126666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.731818025 |
| Sum | 1876 |
| Variance | 0.348964383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4526 | |
| 1 | 1072 | 17.9% |
| 2 | 402 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 4526 | |
| 1 | 1072 | 17.9% |
| 2 | 402 | 6.7% |
| Value | Count | Frequency (%) |
| 2 | 402 | 6.7% |
| 1 | 1072 | 17.9% |
| 0 | 4526 |
RP건수_아파트_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5820 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1706014385 |
|---|---|
| Coefficient of variation (CV) | 5.686714616 |
| Kurtosis | 28.38891291 |
| Mean | 0.03 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.511755623 |
| Sum | 180 |
| Variance | 0.02910485081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5820 | |
| 1 | 180 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 5820 | |
| 1 | 180 | 3.0% |
| Value | Count | Frequency (%) |
| 1 | 180 | 3.0% |
| 0 | 5820 |
RP건수_제휴사서비스직접판매_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1203333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5278 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3253780376 |
|---|---|
| Coefficient of variation (CV) | 2.703972612 |
| Kurtosis | 3.450918476 |
| Mean | 0.1203333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.334473877 |
| Sum | 722 |
| Variance | 0.1058708674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5278 | |
| 1 | 722 | 12.0% |
| Value | Count | Frequency (%) |
| 0 | 5278 | |
| 1 | 722 | 12.0% |
| Value | Count | Frequency (%) |
| 1 | 722 | 12.0% |
| 0 | 5278 |
RP건수_렌탈_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003833333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5977 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06180028669 |
|---|---|
| Coefficient of variation (CV) | 16.12181392 |
| Kurtosis | 256.0877698 |
| Mean | 0.003833333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.06245334 |
| Sum | 23 |
| Variance | 0.003819275435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5977 | |
| 1 | 23 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5977 | |
| 1 | 23 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 23 | 0.4% |
| 0 | 5977 |
RP건수_가스_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0065 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5961 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08036682444 |
|---|---|
| Coefficient of variation (CV) | 12.36412684 |
| Kurtosis | 148.9778154 |
| Mean | 0.0065 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.2852821 |
| Sum | 39 |
| Variance | 0.006458826471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5961 | |
| 1 | 39 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 5961 | |
| 1 | 39 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 39 | 0.7% |
| 0 | 5961 |
RP건수_전기_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5981 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05618865618 |
|---|---|
| Coefficient of variation (CV) | 17.74378616 |
| Kurtosis | 311.0528004 |
| Mean | 0.003166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.6903679 |
| Sum | 19 |
| Variance | 0.003157165083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5981 | |
| 1 | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5981 | |
| 1 | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 19 | 0.3% |
| 0 | 5981 |
RP건수_보험_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5951 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0900073466 |
|---|---|
| Coefficient of variation (CV) | 11.02130775 |
| Kurtosis | 117.5561539 |
| Mean | 0.008166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.93238166 |
| Sum | 49 |
| Variance | 0.008101322443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5951 | |
| 1 | 49 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 5951 | |
| 1 | 49 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 49 | 0.8% |
| 0 | 5951 |
RP건수_교통_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3388333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 4765 |
| Zeros (%) | 79.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7319708116 |
|---|---|
| Coefficient of variation (CV) | 2.160268013 |
| Kurtosis | 3.411933821 |
| Mean | 0.3388333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.110825216 |
| Sum | 2033 |
| Variance | 0.5357812691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4765 | |
| 1 | 574 | 9.6% |
| 2 | 524 | 8.7% |
| 3 | 137 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 4765 | |
| 1 | 574 | 9.6% |
| 2 | 524 | 8.7% |
| 3 | 137 | 2.3% |
| Value | Count | Frequency (%) |
| 3 | 137 | 2.3% |
| 2 | 524 | 8.7% |
| 1 | 574 | 9.6% |
| 0 | 4765 |
RP후경과월
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.980166667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 2852 |
| Zeros (%) | 47.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.93414522 |
|---|---|
| Coefficient of variation (CV) | 0.9845574253 |
| Kurtosis | -1.963323522 |
| Mean | 2.980166667 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.01324209742 |
| Sum | 17881 |
| Variance | 8.609208174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2852 | |
| 6 | 2813 | |
| 4 | 69 | 1.1% |
| 1 | 67 | 1.1% |
| 2 | 67 | 1.1% |
| 3 | 67 | 1.1% |
| 5 | 65 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 2852 | |
| 1 | 67 | 1.1% |
| 2 | 67 | 1.1% |
| 3 | 67 | 1.1% |
| 4 | 69 | 1.1% |
| Value | Count | Frequency (%) |
| 6 | 2813 | |
| 5 | 65 | 1.1% |
| 4 | 69 | 1.1% |
| 3 | 67 | 1.1% |
| 2 | 67 | 1.1% |
RP후경과월_통신
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.517 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1474 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.585889687 |
|---|---|
| Coefficient of variation (CV) | 0.5724794524 |
| Kurtosis | -0.6252697423 |
| Mean | 4.517 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.171788528 |
| Sum | 27102 |
| Variance | 6.686825471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4513 | |
| 0 | 1474 | 24.6% |
| 1 | 8 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1474 | |
| 1 | 8 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 4513 | |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
RP후경과월_아파트
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.82 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 180 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.023608631 |
|---|---|
| Coefficient of variation (CV) | 0.1758777716 |
| Kurtosis | 28.38891291 |
| Mean | 5.82 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.511755623 |
| Sum | 34920 |
| Variance | 1.047774629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5820 | |
| 0 | 180 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 180 | 3.0% |
| 6 | 5820 |
| Value | Count | Frequency (%) |
| 6 | 5820 | |
| 0 | 180 | 3.0% |
RP후경과월_제휴사서비스직접판매
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.273166667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 722 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.955125842 |
|---|---|
| Coefficient of variation (CV) | 0.3707688313 |
| Kurtosis | 3.401193491 |
| Mean | 5.273166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.322596013 |
| Sum | 31639 |
| Variance | 3.822517058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5269 | |
| 0 | 722 | 12.0% |
| 1 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 722 | |
| 1 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5269 | |
| 5 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
RP후경과월_렌탈
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.948 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 23 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5056401342 |
|---|---|
| Coefficient of variation (CV) | 0.08501010999 |
| Kurtosis | 105.8640266 |
| Mean | 5.948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -10.20003787 |
| Sum | 35688 |
| Variance | 0.2556719453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5930 | |
| 0 | 23 | 0.4% |
| 1 | 17 | 0.3% |
| 2 | 12 | 0.2% |
| 3 | 9 | 0.1% |
| 4 | 5 | 0.1% |
| 5 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 17 | |
| 2 | 12 | |
| 3 | 9 | 0.1% |
| 4 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5930 | |
| 5 | 4 | 0.1% |
| 4 | 5 | 0.1% |
| 3 | 9 | 0.1% |
| 2 | 12 | 0.2% |
RP후경과월_가스
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.949 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 39 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5323966952 |
|---|---|
| Coefficient of variation (CV) | 0.08949347709 |
| Kurtosis | 111.4446898 |
| Mean | 5.949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -10.57815486 |
| Sum | 35694 |
| Variance | 0.283446241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5943 | |
| 0 | 39 | 0.7% |
| 1 | 8 | 0.1% |
| 2 | 5 | 0.1% |
| 3 | 3 | 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 8 | 0.1% |
| 2 | 5 | 0.1% |
| 3 | 3 | 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5943 | |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 3 | 0.1% |
| 2 | 5 | 0.1% |
RP후경과월_전기
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.971833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 19 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.390809537 |
|---|---|
| Coefficient of variation (CV) | 0.06544213732 |
| Kurtosis | 204.4282978 |
| Mean | 5.971833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -14.23483608 |
| Sum | 35831 |
| Variance | 0.1527320942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5967 | |
| 0 | 19 | 0.3% |
| 1 | 6 | 0.1% |
| 2 | 4 | 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 1 | 6 | 0.1% |
| 2 | 4 | 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5967 | |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 4 | 0.1% |
RP후경과월_보험
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.935833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 49 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5975858296 |
|---|---|
| Coefficient of variation (CV) | 0.1006742939 |
| Kurtosis | 87.32950226 |
| Mean | 5.935833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -9.391483866 |
| Sum | 35615 |
| Variance | 0.3571088237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5929 | |
| 0 | 49 | 0.8% |
| 1 | 11 | 0.2% |
| 2 | 6 | 0.1% |
| 3 | 3 | 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 11 | 0.2% |
| 2 | 6 | 0.1% |
| 3 | 3 | 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5929 | |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 3 | 0.1% |
| 2 | 6 | 0.1% |
RP후경과월_학습비
Real number (ℝ)
Skewed 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9975 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09571804249 |
|---|---|
| Coefficient of variation (CV) | 0.01595965694 |
| Kurtosis | 1938.620159 |
| Mean | 5.9975 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -42.70418574 |
| Sum | 35985 |
| Variance | 0.009161943657 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5995 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 |
| Value | Count | Frequency (%) |
| 6 | 5995 | |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
RP후경과월_교통
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.512 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1235 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.468779417 |
|---|---|
| Coefficient of variation (CV) | 0.5471585588 |
| Kurtosis | -0.5271156158 |
| Mean | 4.512 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.167361321 |
| Sum | 27072 |
| Variance | 6.094871812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4236 | |
| 0 | 1235 | 20.6% |
| 4 | 117 | 1.9% |
| 5 | 116 | 1.9% |
| 3 | 106 | 1.8% |
| 2 | 100 | 1.7% |
| 1 | 90 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 1 | 90 | 1.5% |
| 2 | 100 | 1.7% |
| 3 | 106 | 1.8% |
| 4 | 117 | 1.9% |
| Value | Count | Frequency (%) |
| 6 | 4236 | |
| 5 | 116 | 1.9% |
| 4 | 117 | 1.9% |
| 3 | 106 | 1.8% |
| 2 | 100 | 1.7% |
증감_RP건수_전월
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0165 |
| Minimum | -2 |
|---|---|
| Maximum | 2 |
| Zeros | 5556 |
| Zeros (%) | 92.6% |
| Negative | 176 |
| Negative (%) | 2.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2867777134 |
|---|---|
| Coefficient of variation (CV) | 17.38046748 |
| Kurtosis | 14.03335186 |
| Mean | 0.0165 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8240380186 |
| Sum | 99 |
| Variance | 0.08224145691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5556 | |
| 1 | 256 | 4.3% |
| -1 | 171 | 2.9% |
| 2 | 12 | 0.2% |
| -2 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| -2 | 5 | 0.1% |
| -1 | 171 | 2.9% |
| 0 | 5556 | |
| 1 | 256 | 4.3% |
| 2 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 12 | 0.2% |
| 1 | 256 | 4.3% |
| 0 | 5556 | |
| -1 | 171 | 2.9% |
| -2 | 5 | 0.1% |
증감_RP유형건수_전월
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007166666667 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 5901 |
| Zeros (%) | 98.4% |
| Negative | 28 |
| Negative (%) | 0.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1282629361 |
|---|---|
| Coefficient of variation (CV) | 17.89715388 |
| Kurtosis | 57.29329872 |
| Mean | 0.007166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.230203655 |
| Sum | 43 |
| Variance | 0.01645138079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5901 | |
| 1 | 71 | 1.2% |
| -1 | 28 | 0.5% |
| Value | Count | Frequency (%) |
| -1 | 28 | 0.5% |
| 0 | 5901 | |
| 1 | 71 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 71 | 1.2% |
| 0 | 5901 | |
| -1 | 28 | 0.5% |
증감_RP건수_통신_전월
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001 |
| Minimum | -2 |
|---|---|
| Maximum | 2 |
| Zeros | 5943 |
| Zeros (%) | 99.1% |
| Negative | 31 |
| Negative (%) | 0.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1095490765 |
|---|---|
| Coefficient of variation (CV) | -109.5490765 |
| Kurtosis | 149.8740449 |
| Mean | -0.001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.494627403 |
| Sum | -6 |
| Variance | 0.01200100017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5943 | |
| -1 | 28 | 0.5% |
| 1 | 24 | 0.4% |
| -2 | 3 | 0.1% |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| -2 | 3 | 0.1% |
| -1 | 28 | 0.5% |
| 0 | 5943 | |
| 1 | 24 | 0.4% |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | < 0.1% |
| 1 | 24 | 0.4% |
| 0 | 5943 | |
| -1 | 28 | 0.5% |
| -2 | 3 | 0.1% |
증감_RP건수_제휴사서비스직접판매_전월
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0001666666667 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 5997 |
| Zeros (%) | > 99.9% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02236192221 |
|---|---|
| Coefficient of variation (CV) | -134.1715332 |
| Kurtosis | 1998.444062 |
| Mean | -0.0001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -14.88972317 |
| Sum | -1 |
| Variance | 0.0005000555648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| -1 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 2 | < 0.1% |
| 0 | 5997 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 5997 | |
| -1 | 2 | < 0.1% |
증감_RP건수_렌탈_전월
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0015 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 5977 |
| Zeros (%) | 99.6% |
| Negative | 7 |
| Negative (%) | 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0619009043 |
|---|---|
| Coefficient of variation (CV) | 41.26726954 |
| Kurtosis | 257.7821703 |
| Mean | 0.0015 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.254550541 |
| Sum | 9 |
| Variance | 0.003831721954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5977 | |
| 1 | 16 | 0.3% |
| -1 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 7 | 0.1% |
| 0 | 5977 | |
| 1 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 16 | 0.3% |
| 0 | 5977 | |
| -1 | 7 | 0.1% |
증감_RP건수_가스_전월
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0003333333333 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 5986 |
| Zeros (%) | 99.8% |
| Negative | 6 |
| Negative (%) | 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04830746482 |
|---|---|
| Coefficient of variation (CV) | 144.9223945 |
| Kurtosis | 425.8867157 |
| Mean | 0.0003333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.937666762 |
| Sum | 2 |
| Variance | 0.002333611157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5986 | |
| 1 | 8 | 0.1% |
| -1 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 6 | 0.1% |
| 0 | 5986 | |
| 1 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.1% |
| 0 | 5986 | |
| -1 | 6 | 0.1% |
증감_RP건수_전기_전월
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0003333333333 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 5992 |
| Zeros (%) | 99.9% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03651635884 |
|---|---|
| Coefficient of variation (CV) | 109.5490765 |
| Kurtosis | 747.4992446 |
| Mean | 0.0003333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.821705389 |
| Sum | 2 |
| Variance | 0.001333444463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5992 | |
| 1 | 5 | 0.1% |
| -1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 3 | 0.1% |
| 0 | 5992 | |
| 1 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5 | 0.1% |
| 0 | 5992 | |
| -1 | 3 | 0.1% |
증감_RP건수_보험_전월
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0003333333333 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 5984 |
| Zeros (%) | 99.7% |
| Negative | 7 |
| Negative (%) | 0.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05164300587 |
|---|---|
| Coefficient of variation (CV) | 154.9290176 |
| Kurtosis | 372.2801577 |
| Mean | 0.0003333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.40200084 |
| Sum | 2 |
| Variance | 0.002667000056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5984 | |
| 1 | 9 | 0.1% |
| -1 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 7 | 0.1% |
| 0 | 5984 | |
| 1 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | 0.1% |
| 0 | 5984 | |
| -1 | 7 | 0.1% |
증감_RP건수_교통_전월
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01733333333 |
| Minimum | -1 |
|---|---|
| Maximum | 2 |
| Zeros | 5672 |
| Zeros (%) | 94.5% |
| Negative | 115 |
| Negative (%) | 1.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2395324296 |
|---|---|
| Coefficient of variation (CV) | 13.81917863 |
| Kurtosis | 17.72527383 |
| Mean | 0.01733333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.481097553 |
| Sum | 104 |
| Variance | 0.05737578485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5672 | |
| 1 | 207 | 3.5% |
| -1 | 115 | 1.9% |
| 2 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 115 | 1.9% |
| 0 | 5672 | |
| 1 | 207 | 3.5% |
| 2 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 6 | 0.1% |
| 1 | 207 | 3.5% |
| 0 | 5672 | |
| -1 | 115 | 1.9% |
최초카드론이용경과월
Real number (ℝ)
| Distinct | 184 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 826.1656667 |
| Minimum | 5 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 999 |
| median | 999 |
| Q3 | 999 |
| 95-th percentile | 999 |
| Maximum | 999 |
| Range | 994 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 364.5342925 |
|---|---|
| Coefficient of variation (CV) | 0.4412363128 |
| Kurtosis | 0.7119514056 |
| Mean | 826.1656667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.641963326 |
| Sum | 4956994 |
| Variance | 132885.2504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 999 | 4896 | |
| 35 | 25 | 0.4% |
| 45 | 24 | 0.4% |
| 50 | 23 | 0.4% |
| 49 | 22 | 0.4% |
| 40 | 22 | 0.4% |
| 47 | 22 | 0.4% |
| 29 | 22 | 0.4% |
| 37 | 21 | 0.4% |
| 22 | 20 | 0.3% |
| Other values (174) | 903 | 15.0% |
| Value | Count | Frequency (%) |
| 5 | 6 | |
| 6 | 3 | |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 7 |
| Value | Count | Frequency (%) |
| 999 | 4896 | |
| 344 | 1 | < 0.1% |
| 342 | 1 | < 0.1% |
| 338 | 1 | < 0.1% |
| 292 | 1 | < 0.1% |
최종카드론이용경과월
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 831.622 |
| Minimum | 1 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 999 |
| median | 999 |
| Q3 | 999 |
| 95-th percentile | 999 |
| Maximum | 999 |
| Range | 998 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 367.3260457 |
|---|---|
| Coefficient of variation (CV) | 0.4416983265 |
| Kurtosis | 1.029901823 |
| Mean | 831.622 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.739946427 |
| Sum | 4989732 |
| Variance | 134928.4239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 999 | 4968 | |
| 38 | 38 | 0.6% |
| 39 | 35 | 0.6% |
| 37 | 35 | 0.6% |
| 40 | 34 | 0.6% |
| 8 | 33 | 0.5% |
| 12 | 33 | 0.5% |
| 10 | 33 | 0.5% |
| 41 | 33 | 0.5% |
| 42 | 32 | 0.5% |
| Other values (50) | 726 | 12.1% |
| Value | Count | Frequency (%) |
| 1 | 11 | 0.2% |
| 2 | 18 | |
| 3 | 23 | |
| 4 | 26 | |
| 5 | 29 |
| Value | Count | Frequency (%) |
| 999 | 4968 | |
| 59 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
카드론이용건수_누적
Real number (ℝ)
Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.731 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 4986 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.045320567 |
|---|---|
| Coefficient of variation (CV) | 2.797976152 |
| Kurtosis | 11.90683515 |
| Mean | 0.731 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.388669593 |
| Sum | 4386 |
| Variance | 4.183336223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4986 | |
| 2 | 204 | 3.4% |
| 3 | 162 | 2.7% |
| 1 | 156 | 2.6% |
| 4 | 132 | 2.2% |
| 6 | 84 | 1.4% |
| 7 | 66 | 1.1% |
| 5 | 54 | 0.9% |
| 9 | 36 | 0.6% |
| 10 | 36 | 0.6% |
| Other values (4) | 84 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 4986 | |
| 1 | 156 | 2.6% |
| 2 | 204 | 3.4% |
| 3 | 162 | 2.7% |
| 4 | 132 | 2.2% |
| Value | Count | Frequency (%) |
| 13 | 6 | 0.1% |
| 12 | 24 | |
| 11 | 30 | |
| 10 | 36 | |
| 9 | 36 |
카드론이용월수_누적
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.642 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 4962 |
| Zeros (%) | 82.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.746523516 |
|---|---|
| Coefficient of variation (CV) | 2.720441613 |
| Kurtosis | 10.92238807 |
| Mean | 0.642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.254074045 |
| Sum | 3852 |
| Variance | 3.050344391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4962 | |
| 2 | 216 | 3.6% |
| 1 | 204 | 3.4% |
| 3 | 186 | 3.1% |
| 5 | 114 | 1.9% |
| 4 | 102 | 1.7% |
| 6 | 66 | 1.1% |
| 8 | 60 | 1.0% |
| 10 | 30 | 0.5% |
| 9 | 30 | 0.5% |
| Other values (2) | 30 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 4962 | |
| 1 | 204 | 3.4% |
| 2 | 216 | 3.6% |
| 3 | 186 | 3.1% |
| 4 | 102 | 1.7% |
| Value | Count | Frequency (%) |
| 11 | 6 | 0.1% |
| 10 | 30 | |
| 9 | 30 | |
| 8 | 60 | |
| 7 | 24 | 0.4% |
카드론이용금액_누적
Real number (ℝ)
Zeros 
| Distinct | 185 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26817.551 |
| Minimum | 0 |
|---|---|
| Maximum | 1089291 |
| Zeros | 4896 |
| Zeros (%) | 81.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 145272.8 |
| Maximum | 1089291 |
| Range | 1089291 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 84940.10478 |
|---|---|
| Coefficient of variation (CV) | 3.167332646 |
| Kurtosis | 42.781244 |
| Mean | 26817.551 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.597292025 |
| Sum | 160905306 |
| Variance | 7214821400 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4896 | |
| 250027 | 6 | 0.1% |
| 93942 | 6 | 0.1% |
| 147995 | 6 | 0.1% |
| 80638 | 6 | 0.1% |
| 57157 | 6 | 0.1% |
| 49625 | 6 | 0.1% |
| 115477 | 6 | 0.1% |
| 24609 | 6 | 0.1% |
| 256797 | 6 | 0.1% |
| Other values (175) | 1050 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 4896 | |
| 24609 | 6 | 0.1% |
| 27540 | 6 | 0.1% |
| 29136 | 6 | 0.1% |
| 32816 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 1089291 | 6 | |
| 690815 | 6 | |
| 675588 | 6 | |
| 627608 | 6 | |
| 584560 | 6 |
최종카드론_금융상환방식코드
Real number (ℝ)
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4896 |
| Missing (%) | 81.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.838768116 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.339578398 |
|---|---|
| Coefficient of variation (CV) | 0.4718872214 |
| Kurtosis | -1.014030319 |
| Mean | 2.838768116 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9876753274 |
| Sum | 3134 |
| Variance | 1.794470285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 788 | 13.1% |
| 5 | 305 | 5.1% |
| 3 | 11 | 0.2% |
| (Missing) | 4896 |
| Value | Count | Frequency (%) |
| 2 | 788 | |
| 3 | 11 | 0.2% |
| 5 | 305 | 5.1% |
| Value | Count | Frequency (%) |
| 5 | 305 | 5.1% |
| 3 | 11 | 0.2% |
| 2 | 788 |
최종카드론_신청경로코드
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.510333333 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 142 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.125509226 |
|---|---|
| Coefficient of variation (CV) | 0.2495401432 |
| Kurtosis | 5.010704862 |
| Mean | 4.510333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.358290528 |
| Sum | 27062 |
| Variance | 1.266771017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 4897 | |
| 3 | 589 | 9.8% |
| 2 | 315 | 5.2% |
| 0 | 142 | 2.4% |
| 4 | 41 | 0.7% |
| 1 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 142 | 2.4% |
| 1 | 16 | 0.3% |
| 2 | 315 | |
| 3 | 589 | |
| 4 | 41 | 0.7% |
| Value | Count | Frequency (%) |
| 5 | 4897 | |
| 4 | 41 | 0.7% |
| 3 | 589 | 9.8% |
| 2 | 315 | 5.2% |
| 1 | 16 | 0.3% |
최종카드론_대출이율
Real number (ℝ)
Zeros 
| Distinct | 1105 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.808824001 |
| Minimum | 0 |
|---|---|
| Maximum | 19.40054315 |
| Zeros | 4896 |
| Zeros (%) | 81.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 16.17202519 |
| Maximum | 19.40054315 |
| Range | 19.40054315 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.949769265 |
|---|---|
| Coefficient of variation (CV) | 2.118242105 |
| Kurtosis | 0.8725124605 |
| Mean | 2.808824001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.674329214 |
| Sum | 16852.94401 |
| Variance | 35.3997543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4896 | |
| 16.06796572 | 1 | < 0.1% |
| 14.89143083 | 1 | < 0.1% |
| 13.68711249 | 1 | < 0.1% |
| 15.46188196 | 1 | < 0.1% |
| 14.02075063 | 1 | < 0.1% |
| 13.00442326 | 1 | < 0.1% |
| 15.03901133 | 1 | < 0.1% |
| 17.37351757 | 1 | < 0.1% |
| 17.70642602 | 1 | < 0.1% |
| Other values (1095) | 1095 | 18.2% |
| Value | Count | Frequency (%) |
| 0 | 4896 | |
| 10.81914903 | 1 | < 0.1% |
| 11.01250879 | 1 | < 0.1% |
| 11.09604434 | 1 | < 0.1% |
| 11.10664649 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.40054315 | 1 | |
| 19.39049744 | 1 | |
| 19.14835024 | 1 | |
| 18.97285734 | 1 | |
| 18.93096869 | 1 |
최종카드론_대출일자
Real number (ℝ)
Missing 
| Distinct | 157 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 4968 |
| Missing (%) | 82.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20161494.94 |
| Minimum | 20140128 |
|---|---|
| Maximum | 20180627 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 20140128 |
|---|---|
| 5-th percentile | 20141019 |
| Q1 | 20150619.75 |
| median | 20160461.5 |
| Q3 | 20171116 |
| 95-th percentile | 20180611 |
| Maximum | 20180627 |
| Range | 40499 |
| Interquartile range (IQR) | 20496.25 |
Descriptive statistics
| Standard deviation | 12834.31306 |
|---|---|
| Coefficient of variation (CV) | 0.0006365754673 |
| Kurtosis | -1.339185948 |
| Mean | 20161494.94 |
| Median Absolute Deviation (MAD) | 10237 |
| Skewness | 0.1225507217 |
| Sum | 2.080666278 × 1010 |
| Variance | 164719591.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20150525 | 12 | 0.2% |
| 20180615 | 12 | 0.2% |
| 20171127 | 12 | 0.2% |
| 20151031 | 12 | 0.2% |
| 20150227 | 12 | 0.2% |
| 20180611 | 12 | 0.2% |
| 20160506 | 12 | 0.2% |
| 20171207 | 12 | 0.2% |
| 20171224 | 12 | 0.2% |
| 20180405 | 12 | 0.2% |
| Other values (147) | 912 | 15.2% |
| (Missing) | 4968 |
| Value | Count | Frequency (%) |
| 20140128 | 6 | |
| 20140613 | 6 | |
| 20140628 | 6 | |
| 20140729 | 6 | |
| 20140828 | 6 |
| Value | Count | Frequency (%) |
| 20180627 | 6 | |
| 20180617 | 6 | |
| 20180616 | 6 | |
| 20180615 | 12 | |
| 20180614 | 6 |
최종카드론_대출월수
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.172 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 4897 |
| Zeros (%) | 81.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.632958094 |
|---|---|
| Coefficient of variation (CV) | 2.308954481 |
| Kurtosis | 3.729441786 |
| Mean | 4.172 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.23272921 |
| Sum | 25032 |
| Variance | 92.79388165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4897 | |
| 24 | 449 | 7.5% |
| 12 | 382 | 6.4% |
| 36 | 268 | 4.5% |
| 6 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4897 | |
| 6 | 4 | 0.1% |
| 12 | 382 | 6.4% |
| 24 | 449 | 7.5% |
| 36 | 268 | 4.5% |
| Value | Count | Frequency (%) |
| 36 | 268 | 4.5% |
| 24 | 449 | 7.5% |
| 12 | 382 | 6.4% |
| 6 | 4 | 0.1% |
| 0 | 4897 |
최종카드론_거치개월수
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2348333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5712 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.091429571 |
|---|---|
| Coefficient of variation (CV) | 4.647677379 |
| Kurtosis | 21.04801264 |
| Mean | 0.2348333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.709425494 |
| Sum | 1409 |
| Variance | 1.191218509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5712 | |
| 6 | 175 | 2.9% |
| 3 | 103 | 1.7% |
| 5 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5712 | |
| 3 | 103 | 1.7% |
| 5 | 10 | 0.2% |
| 6 | 175 | 2.9% |
| Value | Count | Frequency (%) |
| 6 | 175 | 2.9% |
| 5 | 10 | 0.2% |
| 3 | 103 | 1.7% |
| 0 | 5712 |
최종카드론_대출금액
Real number (ℝ)
Zeros 
| Distinct | 1073 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10248.71133 |
| Minimum | 0 |
|---|---|
| Maximum | 157997 |
| Zeros | 4919 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 68820.25 |
| Maximum | 157997 |
| Range | 157997 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 25312.54448 |
|---|---|
| Coefficient of variation (CV) | 2.46982705 |
| Kurtosis | 7.8041312 |
| Mean | 10248.71133 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.775597805 |
| Sum | 61492268 |
| Variance | 640724908.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4919 | |
| 48129 | 2 | < 0.1% |
| 37254 | 2 | < 0.1% |
| 54686 | 2 | < 0.1% |
| 52401 | 2 | < 0.1% |
| 48455 | 2 | < 0.1% |
| 48054 | 2 | < 0.1% |
| 35644 | 2 | < 0.1% |
| 44333 | 2 | < 0.1% |
| 48013 | 2 | < 0.1% |
| Other values (1063) | 1063 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 4919 | |
| 140 | 1 | < 0.1% |
| 188 | 1 | < 0.1% |
| 348 | 1 | < 0.1% |
| 500 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 157997 | 1 | |
| 156305 | 1 | |
| 150712 | 1 | |
| 150440 | 1 | |
| 150263 | 1 |
이용개월수_온라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.605 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 3636 |
| Zeros (%) | 60.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.375482159 |
|---|---|
| Coefficient of variation (CV) | 1.480051189 |
| Kurtosis | -0.6021800071 |
| Mean | 1.605 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.076461494 |
| Sum | 9630 |
| Variance | 5.642915486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3636 | |
| 6 | 1076 | 17.9% |
| 1 | 476 | 7.9% |
| 2 | 270 | 4.5% |
| 3 | 217 | 3.6% |
| 5 | 207 | 3.5% |
| 4 | 118 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 3636 | |
| 1 | 476 | 7.9% |
| 2 | 270 | 4.5% |
| 3 | 217 | 3.6% |
| 4 | 118 | 2.0% |
| Value | Count | Frequency (%) |
| 6 | 1076 | |
| 5 | 207 | 3.5% |
| 4 | 118 | 2.0% |
| 3 | 217 | 3.6% |
| 2 | 270 | 4.5% |
이용개월수_오프라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.561833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 992 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.329967403 |
|---|---|
| Coefficient of variation (CV) | 0.5107524173 |
| Kurtosis | -0.2717506818 |
| Mean | 4.561833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.22912119 |
| Sum | 27371 |
| Variance | 5.428748097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3993 | |
| 0 | 992 | 16.5% |
| 5 | 314 | 5.2% |
| 4 | 234 | 3.9% |
| 1 | 177 | 2.9% |
| 3 | 150 | 2.5% |
| 2 | 140 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 992 | |
| 1 | 177 | 2.9% |
| 2 | 140 | 2.3% |
| 3 | 150 | 2.5% |
| 4 | 234 | 3.9% |
| Value | Count | Frequency (%) |
| 6 | 3993 | |
| 5 | 314 | 5.2% |
| 4 | 234 | 3.9% |
| 3 | 150 | 2.5% |
| 2 | 140 | 2.3% |
이용금액_온라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 2165 |
|---|---|
| Distinct (%) | 36.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3344.966333 |
| Minimum | 0 |
|---|---|
| Maximum | 114312 |
| Zeros | 3599 |
| Zeros (%) | 60.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2361 |
| 95-th percentile | 17982.05 |
| Maximum | 114312 |
| Range | 114312 |
| Interquartile range (IQR) | 2361 |
Descriptive statistics
| Standard deviation | 8701.249651 |
|---|---|
| Coefficient of variation (CV) | 2.60129663 |
| Kurtosis | 34.9559704 |
| Mean | 3344.966333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.019306866 |
| Sum | 20069798 |
| Variance | 75711745.48 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3599 | |
| 277 | 6 | 0.1% |
| 236 | 4 | 0.1% |
| 756 | 4 | 0.1% |
| 1228 | 4 | 0.1% |
| 564 | 3 | 0.1% |
| 770 | 3 | 0.1% |
| 368 | 3 | 0.1% |
| 776 | 3 | 0.1% |
| 641 | 3 | 0.1% |
| Other values (2155) | 2368 |
| Value | Count | Frequency (%) |
| 0 | 3599 | |
| 82 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 121 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 114312 | 1 | |
| 103703 | 1 | |
| 98492 | 1 | |
| 97768 | 1 | |
| 97230 | 1 |
이용금액_오프라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 4548 |
|---|---|
| Distinct (%) | 75.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25188.513 |
| Minimum | 0 |
|---|---|
| Maximum | 466446 |
| Zeros | 1029 |
| Zeros (%) | 17.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 711 |
| median | 10720 |
| Q3 | 33235 |
| 95-th percentile | 94443.7 |
| Maximum | 466446 |
| Range | 466446 |
| Interquartile range (IQR) | 32524 |
Descriptive statistics
| Standard deviation | 38372.53945 |
|---|---|
| Coefficient of variation (CV) | 1.523414242 |
| Kurtosis | 17.13010024 |
| Mean | 25188.513 |
| Median Absolute Deviation (MAD) | 10720 |
| Skewness | 3.281938962 |
| Sum | 151131078 |
| Variance | 1472451784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1029 | 17.2% |
| 53 | 41 | 0.7% |
| 17 | 19 | 0.3% |
| 54 | 8 | 0.1% |
| 41 | 7 | 0.1% |
| 46 | 7 | 0.1% |
| 49 | 6 | 0.1% |
| 47 | 6 | 0.1% |
| 50 | 6 | 0.1% |
| 23 | 5 | 0.1% |
| Other values (4538) | 4866 |
| Value | Count | Frequency (%) |
| 0 | 1029 | |
| 11 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 4 | 0.1% |
| 16 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 466446 | 1 | |
| 406646 | 1 | |
| 389797 | 1 | |
| 364243 | 1 | |
| 346577 | 1 |
이용건수_온라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.769166667 |
| Minimum | 0 |
|---|---|
| Maximum | 149 |
| Zeros | 4048 |
| Zeros (%) | 67.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 39 |
| Maximum | 149 |
| Range | 149 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 15.10709282 |
|---|---|
| Coefficient of variation (CV) | 2.231750755 |
| Kurtosis | 11.41212775 |
| Mean | 6.769166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.099772928 |
| Sum | 40615 |
| Variance | 228.2242533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4048 | |
| 4 | 237 | 4.0% |
| 5 | 162 | 2.7% |
| 3 | 147 | 2.5% |
| 6 | 106 | 1.8% |
| 7 | 66 | 1.1% |
| 8 | 58 | 1.0% |
| 10 | 54 | 0.9% |
| 12 | 50 | 0.8% |
| 24 | 45 | 0.8% |
| Other values (94) | 1027 | 17.1% |
| Value | Count | Frequency (%) |
| 0 | 4048 | |
| 2 | 15 | 0.2% |
| 3 | 147 | 2.5% |
| 4 | 237 | 4.0% |
| 5 | 162 | 2.7% |
| Value | Count | Frequency (%) |
| 149 | 1 | |
| 128 | 1 | |
| 109 | 1 | |
| 105 | 1 | |
| 104 | 2 |
이용건수_오프라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 502 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.88766667 |
| Minimum | 0 |
|---|---|
| Maximum | 891 |
| Zeros | 1079 |
| Zeros (%) | 18.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 34 |
| Q3 | 97 |
| 95-th percentile | 326 |
| Maximum | 891 |
| Range | 891 |
| Interquartile range (IQR) | 90 |
Descriptive statistics
| Standard deviation | 113.570902 |
|---|---|
| Coefficient of variation (CV) | 1.458137171 |
| Kurtosis | 8.178013978 |
| Mean | 77.88766667 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 2.592016124 |
| Sum | 467326 |
| Variance | 12898.34977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1079 | 18.0% |
| 6 | 114 | 1.9% |
| 7 | 99 | 1.7% |
| 8 | 97 | 1.6% |
| 5 | 96 | 1.6% |
| 13 | 92 | 1.5% |
| 10 | 90 | 1.5% |
| 9 | 88 | 1.5% |
| 11 | 83 | 1.4% |
| 16 | 75 | 1.2% |
| Other values (492) | 4087 |
| Value | Count | Frequency (%) |
| 0 | 1079 | |
| 1 | 3 | 0.1% |
| 2 | 24 | 0.4% |
| 3 | 43 | 0.7% |
| 4 | 61 | 1.0% |
| Value | Count | Frequency (%) |
| 891 | 1 | |
| 852 | 1 | |
| 818 | 1 | |
| 802 | 1 | |
| 771 | 1 |
이용금액_온라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 1695 |
|---|---|
| Distinct (%) | 28.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1409.170167 |
| Minimum | 0 |
|---|---|
| Maximum | 55804 |
| Zeros | 4097 |
| Zeros (%) | 68.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1227.25 |
| 95-th percentile | 7121.1 |
| Maximum | 55804 |
| Range | 55804 |
| Interquartile range (IQR) | 1227.25 |
Descriptive statistics
| Standard deviation | 3633.082301 |
|---|---|
| Coefficient of variation (CV) | 2.578171457 |
| Kurtosis | 41.87533772 |
| Mean | 1409.170167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.317871697 |
| Sum | 8455021 |
| Variance | 13199287.01 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4097 | |
| 3899 | 4 | 0.1% |
| 641 | 4 | 0.1% |
| 1727 | 4 | 0.1% |
| 750 | 4 | 0.1% |
| 989 | 4 | 0.1% |
| 3293 | 3 | 0.1% |
| 3359 | 3 | 0.1% |
| 2444 | 3 | 0.1% |
| 756 | 3 | 0.1% |
| Other values (1685) | 1871 |
| Value | Count | Frequency (%) |
| 0 | 4097 | |
| 135 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 159 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55804 | 1 | |
| 46389 | 1 | |
| 45252 | 1 | |
| 42737 | 1 | |
| 38433 | 1 |
이용금액_오프라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 3659 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11501.6225 |
| Minimum | 0 |
|---|---|
| Maximum | 237566 |
| Zeros | 1362 |
| Zeros (%) | 22.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 26 |
| median | 4209 |
| Q3 | 14316.5 |
| 95-th percentile | 39983.65 |
| Maximum | 237566 |
| Range | 237566 |
| Interquartile range (IQR) | 14290.5 |
Descriptive statistics
| Standard deviation | 16767.39098 |
|---|---|
| Coefficient of variation (CV) | 1.457828318 |
| Kurtosis | 18.58663011 |
| Mean | 11501.6225 |
| Median Absolute Deviation (MAD) | 4209 |
| Skewness | 3.125046541 |
| Sum | 69009735 |
| Variance | 281145400.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1362 | 22.7% |
| 26 | 149 | 2.5% |
| 8 | 61 | 1.0% |
| 27 | 40 | 0.7% |
| 9 | 16 | 0.3% |
| 1161 | 12 | 0.2% |
| 20 | 10 | 0.2% |
| 1157 | 9 | 0.1% |
| 1177 | 9 | 0.1% |
| 1173 | 8 | 0.1% |
| Other values (3649) | 4324 |
| Value | Count | Frequency (%) |
| 0 | 1362 | |
| 5 | 1 | < 0.1% |
| 6 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 61 | 1.0% |
| Value | Count | Frequency (%) |
| 237566 | 1 | |
| 189669 | 1 | |
| 175005 | 1 | |
| 169732 | 1 | |
| 157917 | 1 |
이용건수_온라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.272333333 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 4600 |
| Zeros (%) | 76.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.326671453 |
|---|---|
| Coefficient of variation (CV) | 2.238974672 |
| Kurtosis | 7.736926959 |
| Mean | 3.272333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.651251487 |
| Sum | 19634 |
| Variance | 53.68011457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4600 | |
| 4 | 148 | 2.5% |
| 15 | 124 | 2.1% |
| 12 | 100 | 1.7% |
| 5 | 87 | 1.5% |
| 8 | 71 | 1.2% |
| 18 | 70 | 1.2% |
| 6 | 56 | 0.9% |
| 14 | 55 | 0.9% |
| 3 | 54 | 0.9% |
| Other values (39) | 635 | 10.6% |
| Value | Count | Frequency (%) |
| 0 | 4600 | |
| 2 | 8 | 0.1% |
| 3 | 54 | 0.9% |
| 4 | 148 | 2.5% |
| 5 | 87 | 1.5% |
| Value | Count | Frequency (%) |
| 64 | 1 | < 0.1% |
| 52 | 2 | |
| 50 | 2 | |
| 49 | 1 | < 0.1% |
| 48 | 3 |
이용건수_오프라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 263 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.6415 |
| Minimum | 0 |
|---|---|
| Maximum | 437 |
| Zeros | 1300 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 19 |
| Q3 | 51 |
| 95-th percentile | 152 |
| Maximum | 437 |
| Range | 437 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 51.38165681 |
|---|---|
| Coefficient of variation (CV) | 1.365026814 |
| Kurtosis | 7.555278251 |
| Mean | 37.6415 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 2.372769229 |
| Sum | 225849 |
| Variance | 2640.074657 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1300 | 21.7% |
| 3 | 157 | 2.6% |
| 4 | 131 | 2.2% |
| 6 | 125 | 2.1% |
| 9 | 119 | 2.0% |
| 7 | 118 | 2.0% |
| 5 | 114 | 1.9% |
| 8 | 109 | 1.8% |
| 10 | 89 | 1.5% |
| 2 | 86 | 1.4% |
| Other values (253) | 3652 |
| Value | Count | Frequency (%) |
| 0 | 1300 | |
| 1 | 54 | 0.9% |
| 2 | 86 | 1.4% |
| 3 | 157 | 2.6% |
| 4 | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 437 | 1 | |
| 433 | 1 | |
| 408 | 1 | |
| 407 | 1 | |
| 391 | 1 |
이용금액_온라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 1211 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 421.2096667 |
| Minimum | 0 |
|---|---|
| Maximum | 13884 |
| Zeros | 4356 |
| Zeros (%) | 72.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 514.25 |
| 95-th percentile | 2130.15 |
| Maximum | 13884 |
| Range | 13884 |
| Interquartile range (IQR) | 514.25 |
Descriptive statistics
| Standard deviation | 994.5141303 |
|---|---|
| Coefficient of variation (CV) | 2.361090471 |
| Kurtosis | 28.39557104 |
| Mean | 421.2096667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.344509131 |
| Sum | 2527258 |
| Variance | 989058.3554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4356 | |
| 759 | 6 | 0.1% |
| 843 | 6 | 0.1% |
| 704 | 5 | 0.1% |
| 1083 | 5 | 0.1% |
| 1151 | 4 | 0.1% |
| 647 | 4 | 0.1% |
| 663 | 4 | 0.1% |
| 1295 | 4 | 0.1% |
| 699 | 4 | 0.1% |
| Other values (1201) | 1602 | 26.7% |
| Value | Count | Frequency (%) |
| 0 | 4356 | |
| 199 | 1 | < 0.1% |
| 258 | 1 | < 0.1% |
| 261 | 1 | < 0.1% |
| 262 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13884 | 1 | |
| 11858 | 1 | |
| 11792 | 1 | |
| 10151 | 1 | |
| 9323 | 1 |
이용금액_오프라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 2057 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3574.334 |
| Minimum | 0 |
|---|---|
| Maximum | 42224 |
| Zeros | 1626 |
| Zeros (%) | 27.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 998 |
| Q3 | 4396.25 |
| 95-th percentile | 12576.05 |
| Maximum | 42224 |
| Range | 42224 |
| Interquartile range (IQR) | 4396.25 |
Descriptive statistics
| Standard deviation | 4666.536542 |
|---|---|
| Coefficient of variation (CV) | 1.305568126 |
| Kurtosis | 3.587442453 |
| Mean | 3574.334 |
| Median Absolute Deviation (MAD) | 998 |
| Skewness | 1.620912276 |
| Sum | 21446004 |
| Variance | 21776563.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1626 | |
| 8 | 219 | 3.6% |
| 9 | 74 | 1.2% |
| 2 | 63 | 1.1% |
| 3 | 59 | 1.0% |
| 394 | 29 | 0.5% |
| 389 | 25 | 0.4% |
| 391 | 24 | 0.4% |
| 393 | 22 | 0.4% |
| 387 | 22 | 0.4% |
| Other values (2047) | 3837 |
| Value | Count | Frequency (%) |
| 0 | 1626 | |
| 2 | 63 | 1.1% |
| 3 | 59 | 1.0% |
| 8 | 219 | 3.6% |
| 9 | 74 | 1.2% |
| Value | Count | Frequency (%) |
| 42224 | 1 | |
| 36939 | 1 | |
| 36833 | 1 | |
| 35796 | 1 | |
| 32714 | 1 |
이용건수_온라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.085166667 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 4923 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.480914978 |
|---|---|
| Coefficient of variation (CV) | 2.2862064 |
| Kurtosis | 4.528673726 |
| Mean | 1.085166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.26534304 |
| Sum | 6511 |
| Variance | 6.154939129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4923 | |
| 5 | 304 | 5.1% |
| 4 | 255 | 4.2% |
| 6 | 189 | 3.1% |
| 7 | 105 | 1.8% |
| 8 | 86 | 1.4% |
| 9 | 55 | 0.9% |
| 10 | 32 | 0.5% |
| 11 | 27 | 0.4% |
| 12 | 12 | 0.2% |
| Other values (5) | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4923 | |
| 3 | 1 | < 0.1% |
| 4 | 255 | 4.2% |
| 5 | 304 | 5.1% |
| 6 | 189 | 3.1% |
| Value | Count | Frequency (%) |
| 16 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 4 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 12 |
이용건수_오프라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 73 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.32383333 |
| Minimum | 0 |
|---|---|
| Maximum | 72 |
| Zeros | 1647 |
| Zeros (%) | 27.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 17 |
| 95-th percentile | 49 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 15.31675768 |
|---|---|
| Coefficient of variation (CV) | 1.242856607 |
| Kurtosis | 2.175873688 |
| Mean | 12.32383333 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.637432198 |
| Sum | 73943 |
| Variance | 234.6030658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1647 | |
| 2 | 238 | 4.0% |
| 3 | 235 | 3.9% |
| 5 | 217 | 3.6% |
| 9 | 207 | 3.5% |
| 1 | 203 | 3.4% |
| 6 | 186 | 3.1% |
| 8 | 181 | 3.0% |
| 7 | 178 | 3.0% |
| 4 | 178 | 3.0% |
| Other values (63) | 2530 |
| Value | Count | Frequency (%) |
| 0 | 1647 | |
| 1 | 203 | 3.4% |
| 2 | 238 | 4.0% |
| 3 | 235 | 3.9% |
| 4 | 178 | 3.0% |
| Value | Count | Frequency (%) |
| 72 | 2 | |
| 71 | 2 | |
| 70 | 2 | |
| 69 | 2 | |
| 68 | 2 |
이용개월수_페이_온라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2245 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4277 |
| Zeros (%) | 71.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.206863111 |
|---|---|
| Coefficient of variation (CV) | 1.802256522 |
| Kurtosis | 0.3666893685 |
| Mean | 1.2245 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.465440056 |
| Sum | 7347 |
| Variance | 4.870244791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4277 | |
| 6 | 793 | 13.2% |
| 1 | 333 | 5.5% |
| 5 | 253 | 4.2% |
| 3 | 187 | 3.1% |
| 2 | 99 | 1.7% |
| 4 | 58 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 4277 | |
| 1 | 333 | 5.5% |
| 2 | 99 | 1.7% |
| 3 | 187 | 3.1% |
| 4 | 58 | 1.0% |
| Value | Count | Frequency (%) |
| 6 | 793 | |
| 5 | 253 | 4.2% |
| 4 | 58 | 1.0% |
| 3 | 187 | 3.1% |
| 2 | 99 | 1.7% |
이용개월수_페이_오프라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2771666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5581 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.140275702 |
|---|---|
| Coefficient of variation (CV) | 4.114043423 |
| Kurtosis | 17.4646458 |
| Mean | 0.2771666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.298541882 |
| Sum | 1663 |
| Variance | 1.300228677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5581 | |
| 6 | 174 | 2.9% |
| 1 | 93 | 1.6% |
| 4 | 69 | 1.1% |
| 3 | 60 | 1.0% |
| 2 | 15 | 0.2% |
| 5 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5581 | |
| 1 | 93 | 1.6% |
| 2 | 15 | 0.2% |
| 3 | 60 | 1.0% |
| 4 | 69 | 1.1% |
| Value | Count | Frequency (%) |
| 6 | 174 | |
| 5 | 8 | 0.1% |
| 4 | 69 | 1.1% |
| 3 | 60 | 1.0% |
| 2 | 15 | 0.2% |
이용금액_페이_온라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 1600 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2667.6915 |
| Minimum | 0 |
|---|---|
| Maximum | 90046 |
| Zeros | 4292 |
| Zeros (%) | 71.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1016 |
| 95-th percentile | 15007.5 |
| Maximum | 90046 |
| Range | 90046 |
| Interquartile range (IQR) | 1016 |
Descriptive statistics
| Standard deviation | 7490.182063 |
|---|---|
| Coefficient of variation (CV) | 2.807739224 |
| Kurtosis | 32.91132944 |
| Mean | 2667.6915 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.97247328 |
| Sum | 16006149 |
| Variance | 56102827.33 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4292 | |
| 1016 | 5 | 0.1% |
| 607 | 3 | 0.1% |
| 7028 | 3 | 0.1% |
| 413 | 3 | 0.1% |
| 3016 | 3 | 0.1% |
| 1212 | 3 | 0.1% |
| 1005 | 3 | 0.1% |
| 1402 | 2 | < 0.1% |
| 1330 | 2 | < 0.1% |
| Other values (1590) | 1681 | 28.0% |
| Value | Count | Frequency (%) |
| 0 | 4292 | |
| 233 | 1 | < 0.1% |
| 312 | 1 | < 0.1% |
| 321 | 1 | < 0.1% |
| 341 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 90046 | 1 | |
| 83770 | 1 | |
| 83165 | 1 | |
| 80940 | 1 | |
| 80275 | 1 |
이용금액_페이_오프라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 406 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 410.0078333 |
| Minimum | 0 |
|---|---|
| Maximum | 35184 |
| Zeros | 5586 |
| Zeros (%) | 93.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1333.2 |
| Maximum | 35184 |
| Range | 35184 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2263.191066 |
|---|---|
| Coefficient of variation (CV) | 5.519872748 |
| Kurtosis | 71.37713255 |
| Mean | 410.0078333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.765521579 |
| Sum | 2460047 |
| Variance | 5122033.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5586 | |
| 713 | 2 | < 0.1% |
| 970 | 2 | < 0.1% |
| 801 | 2 | < 0.1% |
| 18897 | 2 | < 0.1% |
| 878 | 2 | < 0.1% |
| 683 | 2 | < 0.1% |
| 780 | 2 | < 0.1% |
| 1774 | 2 | < 0.1% |
| 1333 | 2 | < 0.1% |
| Other values (396) | 396 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 5586 | |
| 384 | 1 | < 0.1% |
| 391 | 1 | < 0.1% |
| 432 | 1 | < 0.1% |
| 478 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35184 | 1 | |
| 33675 | 1 | |
| 28055 | 1 | |
| 27422 | 1 | |
| 26704 | 1 |
이용건수_페이_온라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.881166667 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 4346 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 11 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.962364028 |
|---|---|
| Coefficient of variation (CV) | 2.106333319 |
| Kurtosis | 5.95655027 |
| Mean | 1.881166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.477738406 |
| Sum | 11287 |
| Variance | 15.70032869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4346 | |
| 6 | 234 | 3.9% |
| 2 | 187 | 3.1% |
| 3 | 178 | 3.0% |
| 5 | 141 | 2.4% |
| 4 | 140 | 2.3% |
| 1 | 128 | 2.1% |
| 7 | 92 | 1.5% |
| 8 | 83 | 1.4% |
| 11 | 62 | 1.0% |
| Other values (13) | 409 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 4346 | |
| 1 | 128 | 2.1% |
| 2 | 187 | 3.1% |
| 3 | 178 | 3.0% |
| 4 | 140 | 2.3% |
| Value | Count | Frequency (%) |
| 22 | 3 | 0.1% |
| 21 | 8 | 0.1% |
| 20 | 17 | |
| 19 | 21 | |
| 18 | 20 |
이용건수_페이_오프라인_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2593333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5679 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.146574025 |
|---|---|
| Coefficient of variation (CV) | 4.421236599 |
| Kurtosis | 18.46501632 |
| Mean | 0.2593333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.446047636 |
| Sum | 1556 |
| Variance | 1.314631994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5679 | |
| 6 | 189 | 3.1% |
| 3 | 50 | 0.8% |
| 4 | 38 | 0.6% |
| 2 | 24 | 0.4% |
| 5 | 13 | 0.2% |
| 1 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5679 | |
| 1 | 7 | 0.1% |
| 2 | 24 | 0.4% |
| 3 | 50 | 0.8% |
| 4 | 38 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 189 | |
| 5 | 13 | 0.2% |
| 4 | 38 | 0.6% |
| 3 | 50 | 0.8% |
| 2 | 24 | 0.4% |
이용금액_페이_온라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 1279 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1178.715 |
| Minimum | 0 |
|---|---|
| Maximum | 46598 |
| Zeros | 4592 |
| Zeros (%) | 76.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6785.05 |
| Maximum | 46598 |
| Range | 46598 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3137.666538 |
|---|---|
| Coefficient of variation (CV) | 2.661938244 |
| Kurtosis | 33.02375394 |
| Mean | 1178.715 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.725869348 |
| Sum | 7072290 |
| Variance | 9844951.302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4592 | |
| 3372 | 4 | 0.1% |
| 2464 | 3 | 0.1% |
| 3499 | 3 | 0.1% |
| 912 | 3 | 0.1% |
| 1995 | 3 | 0.1% |
| 3814 | 3 | 0.1% |
| 1212 | 3 | 0.1% |
| 3481 | 3 | 0.1% |
| 3971 | 3 | 0.1% |
| Other values (1269) | 1380 | 23.0% |
| Value | Count | Frequency (%) |
| 0 | 4592 | |
| 312 | 1 | < 0.1% |
| 341 | 1 | < 0.1% |
| 399 | 1 | < 0.1% |
| 401 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 46598 | 1 | |
| 39014 | 1 | |
| 33927 | 1 | |
| 33056 | 1 | |
| 32180 | 1 |
이용금액_페이_오프라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 326 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.0801667 |
| Minimum | 0 |
|---|---|
| Maximum | 15454 |
| Zeros | 5661 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 878.05 |
| Maximum | 15454 |
| Range | 15454 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 999.7668233 |
|---|---|
| Coefficient of variation (CV) | 5.204945626 |
| Kurtosis | 56.67201222 |
| Mean | 192.0801667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.904136793 |
| Sum | 1152481 |
| Variance | 999533.701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5661 | |
| 677 | 2 | < 0.1% |
| 1333 | 2 | < 0.1% |
| 754 | 2 | < 0.1% |
| 780 | 2 | < 0.1% |
| 909 | 2 | < 0.1% |
| 1428 | 2 | < 0.1% |
| 2551 | 2 | < 0.1% |
| 2372 | 2 | < 0.1% |
| 683 | 2 | < 0.1% |
| Other values (316) | 321 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 5661 | |
| 487 | 1 | < 0.1% |
| 575 | 1 | < 0.1% |
| 621 | 1 | < 0.1% |
| 650 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15454 | 1 | |
| 12060 | 1 | |
| 11918 | 1 | |
| 11899 | 1 | |
| 11753 | 1 |
이용건수_페이_온라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.829 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 4669 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.834844256 |
|---|---|
| Coefficient of variation (CV) | 2.213322383 |
| Kurtosis | 6.731055493 |
| Mean | 0.829 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.55868205 |
| Sum | 4974 |
| Variance | 3.366653442 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4669 | |
| 3 | 587 | 9.8% |
| 2 | 211 | 3.5% |
| 6 | 139 | 2.3% |
| 1 | 103 | 1.7% |
| 5 | 76 | 1.3% |
| 4 | 72 | 1.2% |
| 7 | 45 | 0.8% |
| 8 | 40 | 0.7% |
| 9 | 38 | 0.6% |
| Other values (3) | 20 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 4669 | |
| 1 | 103 | 1.7% |
| 2 | 211 | 3.5% |
| 3 | 587 | 9.8% |
| 4 | 72 | 1.2% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 11 | 7 | 0.1% |
| 10 | 12 | 0.2% |
| 9 | 38 | |
| 8 | 40 |
이용건수_페이_오프라인_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1336666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5714 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6084364563 |
|---|---|
| Coefficient of variation (CV) | 4.551893688 |
| Kurtosis | 17.63747952 |
| Mean | 0.1336666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.410190432 |
| Sum | 802 |
| Variance | 0.3701949214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5714 | |
| 3 | 247 | 4.1% |
| 2 | 22 | 0.4% |
| 1 | 17 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5714 | |
| 1 | 17 | 0.3% |
| 2 | 22 | 0.4% |
| 3 | 247 | 4.1% |
| Value | Count | Frequency (%) |
| 3 | 247 | 4.1% |
| 2 | 22 | 0.4% |
| 1 | 17 | 0.3% |
| 0 | 5714 |
이용금액_페이_온라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 976 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 370.2838333 |
| Minimum | 0 |
|---|---|
| Maximum | 10125 |
| Zeros | 4742 |
| Zeros (%) | 79.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2184.2 |
| Maximum | 10125 |
| Range | 10125 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 911.2507176 |
|---|---|
| Coefficient of variation (CV) | 2.460951939 |
| Kurtosis | 17.78674492 |
| Mean | 370.2838333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.626903471 |
| Sum | 2221703 |
| Variance | 830377.8703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4742 | |
| 1324 | 4 | 0.1% |
| 1128 | 4 | 0.1% |
| 1230 | 4 | 0.1% |
| 993 | 4 | 0.1% |
| 1304 | 4 | 0.1% |
| 1352 | 4 | 0.1% |
| 877 | 4 | 0.1% |
| 1013 | 4 | 0.1% |
| 754 | 4 | 0.1% |
| Other values (966) | 1222 | 20.4% |
| Value | Count | Frequency (%) |
| 0 | 4742 | |
| 414 | 1 | < 0.1% |
| 439 | 1 | < 0.1% |
| 488 | 1 | < 0.1% |
| 496 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10125 | 1 | |
| 9997 | 1 | |
| 8120 | 1 | |
| 7968 | 1 | |
| 7424 | 1 |
이용금액_페이_오프라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 260 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.14483333 |
| Minimum | 0 |
|---|---|
| Maximum | 3901 |
| Zeros | 5712 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3901 |
| Range | 3901 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 318.8928759 |
|---|---|
| Coefficient of variation (CV) | 5.050181607 |
| Kurtosis | 41.7108069 |
| Mean | 63.14483333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.081936695 |
| Sum | 378869 |
| Variance | 101692.6663 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5712 | |
| 751 | 4 | 0.1% |
| 851 | 3 | 0.1% |
| 791 | 3 | 0.1% |
| 825 | 2 | < 0.1% |
| 771 | 2 | < 0.1% |
| 685 | 2 | < 0.1% |
| 583 | 2 | < 0.1% |
| 834 | 2 | < 0.1% |
| 854 | 2 | < 0.1% |
| Other values (250) | 266 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 5712 | |
| 493 | 1 | < 0.1% |
| 539 | 1 | < 0.1% |
| 555 | 1 | < 0.1% |
| 583 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3901 | 1 | |
| 3308 | 1 | |
| 3306 | 1 | |
| 3295 | 1 | |
| 3290 | 1 |
이용건수_페이_온라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2418333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 4870 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5559389807 |
|---|---|
| Coefficient of variation (CV) | 2.298851746 |
| Kurtosis | 6.676619094 |
| Mean | 0.2418333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.541666642 |
| Sum | 1451 |
| Variance | 0.3090681502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4870 | |
| 1 | 865 | 14.4% |
| 2 | 209 | 3.5% |
| 3 | 56 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4870 | |
| 1 | 865 | 14.4% |
| 2 | 209 | 3.5% |
| 3 | 56 | 0.9% |
| Value | Count | Frequency (%) |
| 3 | 56 | 0.9% |
| 2 | 209 | 3.5% |
| 1 | 865 | 14.4% |
| 0 | 4870 |
이용건수_페이_오프라인_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0465 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5721 |
| Zeros (%) | 95.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2105828598 |
|---|---|
| Coefficient of variation (CV) | 4.528663652 |
| Kurtosis | 16.56894811 |
| Mean | 0.0465 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.308529359 |
| Sum | 279 |
| Variance | 0.04434514086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5721 | |
| 1 | 279 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 5721 | |
| 1 | 279 | 4.7% |
| Value | Count | Frequency (%) |
| 1 | 279 | 4.7% |
| 0 | 5721 |
이용개월수_간편결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.359166667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4136 |
| Zeros (%) | 68.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.304644124 |
|---|---|
| Coefficient of variation (CV) | 1.695630256 |
| Kurtosis | -0.1133584034 |
| Mean | 1.359166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.302747921 |
| Sum | 8155 |
| Variance | 5.311384536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4136 | |
| 6 | 912 | 15.2% |
| 1 | 348 | 5.8% |
| 5 | 265 | 4.4% |
| 3 | 206 | 3.4% |
| 2 | 70 | 1.2% |
| 4 | 63 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 4136 | |
| 1 | 348 | 5.8% |
| 2 | 70 | 1.2% |
| 3 | 206 | 3.4% |
| 4 | 63 | 1.1% |
| Value | Count | Frequency (%) |
| 6 | 912 | |
| 5 | 265 | 4.4% |
| 4 | 63 | 1.1% |
| 3 | 206 | 3.4% |
| 2 | 70 | 1.2% |
이용개월수_당사기타_R6M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0295 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5898 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3219425795 |
|---|---|
| Coefficient of variation (CV) | 10.91330778 |
| Kurtosis | 294.2547426 |
| Mean | 0.0295 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.35007998 |
| Sum | 177 |
| Variance | 0.1036470245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5898 | |
| 1 | 87 | 1.5% |
| 6 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5898 | |
| 1 | 87 | 1.5% |
| 6 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 6 | 15 | 0.2% |
| 1 | 87 | 1.5% |
| 0 | 5898 |
이용개월수_A페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2905 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5578 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.180822654 |
|---|---|
| Coefficient of variation (CV) | 4.06479399 |
| Kurtosis | 16.26775984 |
| Mean | 0.2905 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.182558772 |
| Sum | 1743 |
| Variance | 1.39434214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5578 | |
| 6 | 186 | 3.1% |
| 1 | 87 | 1.5% |
| 4 | 69 | 1.1% |
| 3 | 32 | 0.5% |
| 5 | 24 | 0.4% |
| 2 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5578 | |
| 1 | 87 | 1.5% |
| 2 | 24 | 0.4% |
| 3 | 32 | 0.5% |
| 4 | 69 | 1.1% |
| Value | Count | Frequency (%) |
| 6 | 186 | |
| 5 | 24 | 0.4% |
| 4 | 69 | 1.1% |
| 3 | 32 | 0.5% |
| 2 | 24 | 0.4% |
이용개월수_B페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04183333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5826 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3099989066 |
|---|---|
| Coefficient of variation (CV) | 7.410332429 |
| Kurtosis | 188.6981083 |
| Mean | 0.04183333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.14750828 |
| Sum | 251 |
| Variance | 0.09609932211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5826 | |
| 1 | 140 | 2.3% |
| 2 | 19 | 0.3% |
| 5 | 5 | 0.1% |
| 6 | 5 | 0.1% |
| 4 | 3 | 0.1% |
| 3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5826 | |
| 1 | 140 | 2.3% |
| 2 | 19 | 0.3% |
| 3 | 2 | < 0.1% |
| 4 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5 | 0.1% |
| 5 | 5 | 0.1% |
| 4 | 3 | 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 19 |
이용개월수_C페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02533333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5899 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2422835923 |
|---|---|
| Coefficient of variation (CV) | 9.563826013 |
| Kurtosis | 272.9979324 |
| Mean | 0.02533333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.69241528 |
| Sum | 152 |
| Variance | 0.05870133911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5899 | |
| 1 | 77 | 1.3% |
| 2 | 12 | 0.2% |
| 3 | 4 | 0.1% |
| 4 | 3 | 0.1% |
| 5 | 3 | 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5899 | |
| 1 | 77 | 1.3% |
| 2 | 12 | 0.2% |
| 3 | 4 | 0.1% |
| 4 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5 | 3 | 0.1% |
| 4 | 3 | 0.1% |
| 3 | 4 | 0.1% |
| 2 | 12 |
이용개월수_D페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0325 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5809 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1819778448 |
|---|---|
| Coefficient of variation (CV) | 5.599318301 |
| Kurtosis | 38.42210472 |
| Mean | 0.0325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.850130568 |
| Sum | 195 |
| Variance | 0.03311593599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5809 | |
| 1 | 188 | 3.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5809 | |
| 1 | 188 | 3.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 1 | 188 | 3.1% |
| 0 | 5809 |
이용금액_간편결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 1720 |
|---|---|
| Distinct (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3494.356 |
| Minimum | 0 |
|---|---|
| Maximum | 185937 |
| Zeros | 4171 |
| Zeros (%) | 69.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1596.5 |
| 95-th percentile | 17150.55 |
| Maximum | 185937 |
| Range | 185937 |
| Interquartile range (IQR) | 1596.5 |
Descriptive statistics
| Standard deviation | 11521.56176 |
|---|---|
| Coefficient of variation (CV) | 3.297191746 |
| Kurtosis | 80.09024453 |
| Mean | 3494.356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.712747975 |
| Sum | 20966136 |
| Variance | 132746385.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4171 | |
| 694 | 3 | 0.1% |
| 864 | 3 | 0.1% |
| 814 | 3 | 0.1% |
| 1114 | 3 | 0.1% |
| 2831 | 3 | 0.1% |
| 9879 | 3 | 0.1% |
| 15156 | 2 | < 0.1% |
| 1159 | 2 | < 0.1% |
| 1286 | 2 | < 0.1% |
| Other values (1710) | 1805 |
| Value | Count | Frequency (%) |
| 0 | 4171 | |
| 255 | 1 | < 0.1% |
| 256 | 1 | < 0.1% |
| 273 | 1 | < 0.1% |
| 314 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 185937 | 1 | |
| 179001 | 1 | |
| 163398 | 1 | |
| 162773 | 1 | |
| 153459 | 1 |
이용금액_A페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 420 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 539.9771667 |
| Minimum | 0 |
|---|---|
| Maximum | 47384 |
| Zeros | 5571 |
| Zeros (%) | 92.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2164.25 |
| Maximum | 47384 |
| Range | 47384 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2869.031516 |
|---|---|
| Coefficient of variation (CV) | 5.313245991 |
| Kurtosis | 72.12929097 |
| Mean | 539.9771667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.676679798 |
| Sum | 3239863 |
| Variance | 8231341.84 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5571 | |
| 1930 | 2 | < 0.1% |
| 3084 | 2 | < 0.1% |
| 2266 | 2 | < 0.1% |
| 4708 | 2 | < 0.1% |
| 1179 | 2 | < 0.1% |
| 9688 | 2 | < 0.1% |
| 2640 | 2 | < 0.1% |
| 10592 | 2 | < 0.1% |
| 1864 | 2 | < 0.1% |
| Other values (410) | 411 | 6.9% |
| Value | Count | Frequency (%) |
| 0 | 5571 | |
| 599 | 1 | < 0.1% |
| 619 | 1 | < 0.1% |
| 687 | 2 | < 0.1% |
| 724 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 47384 | 1 | |
| 45597 | 1 | |
| 37969 | 1 | |
| 35691 | 1 | |
| 34457 | 1 |
이용금액_B페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 159 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.86283333 |
| Minimum | 0 |
|---|---|
| Maximum | 4224 |
| Zeros | 5825 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4224 |
| Range | 4224 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 338.9233933 |
|---|---|
| Coefficient of variation (CV) | 6.292342462 |
| Kurtosis | 58.21136955 |
| Mean | 53.86283333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.243050427 |
| Sum | 323177 |
| Variance | 114869.0665 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5825 | |
| 1175 | 3 | 0.1% |
| 1577 | 3 | 0.1% |
| 1674 | 2 | < 0.1% |
| 1537 | 2 | < 0.1% |
| 1781 | 2 | < 0.1% |
| 1454 | 2 | < 0.1% |
| 681 | 2 | < 0.1% |
| 1557 | 2 | < 0.1% |
| 1654 | 2 | < 0.1% |
| Other values (149) | 155 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 5825 | |
| 595 | 1 | < 0.1% |
| 645 | 1 | < 0.1% |
| 647 | 1 | < 0.1% |
| 660 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4224 | 1 | |
| 4109 | 1 | |
| 3982 | 1 | |
| 3943 | 1 | |
| 3897 | 1 |
이용금액_C페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 98 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.00616667 |
| Minimum | 0 |
|---|---|
| Maximum | 2946 |
| Zeros | 5900 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2946 |
| Range | 2946 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 165.7100795 |
|---|---|
| Coefficient of variation (CV) | 8.718753358 |
| Kurtosis | 130.6568319 |
| Mean | 19.00616667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.69098356 |
| Sum | 114037 |
| Variance | 27459.83043 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5900 | |
| 582 | 2 | < 0.1% |
| 783 | 2 | < 0.1% |
| 933 | 2 | < 0.1% |
| 2006 | 1 | < 0.1% |
| 1573 | 1 | < 0.1% |
| 2233 | 1 | < 0.1% |
| 2427 | 1 | < 0.1% |
| 832 | 1 | < 0.1% |
| 1487 | 1 | < 0.1% |
| Other values (88) | 88 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 5900 | |
| 405 | 1 | < 0.1% |
| 454 | 1 | < 0.1% |
| 467 | 1 | < 0.1% |
| 473 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2946 | 1 | |
| 2928 | 1 | |
| 2623 | 1 | |
| 2429 | 1 | |
| 2427 | 1 |
이용금액_D페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 150 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.34016667 |
| Minimum | 0 |
|---|---|
| Maximum | 1113 |
| Zeros | 5805 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1113 |
| Range | 1113 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 107.9187141 |
|---|---|
| Coefficient of variation (CV) | 5.580030203 |
| Kurtosis | 31.58460121 |
| Mean | 19.34016667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.656423097 |
| Sum | 116041 |
| Variance | 11646.44886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5805 | |
| 631 | 4 | 0.1% |
| 613 | 3 | 0.1% |
| 533 | 3 | 0.1% |
| 637 | 3 | 0.1% |
| 441 | 3 | 0.1% |
| 716 | 3 | 0.1% |
| 432 | 3 | 0.1% |
| 624 | 2 | < 0.1% |
| 501 | 2 | < 0.1% |
| Other values (140) | 169 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 5805 | |
| 287 | 1 | < 0.1% |
| 304 | 1 | < 0.1% |
| 306 | 1 | < 0.1% |
| 369 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1113 | 1 | |
| 1004 | 1 | |
| 882 | 1 | |
| 856 | 1 | |
| 846 | 1 |
이용건수_간편결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.641833333 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 4196 |
| Zeros (%) | 69.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 14 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.177581597 |
|---|---|
| Coefficient of variation (CV) | 1.959844148 |
| Kurtosis | 4.21394151 |
| Mean | 2.641833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.164687641 |
| Sum | 15851 |
| Variance | 26.8073512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4196 | |
| 12 | 178 | 3.0% |
| 2 | 175 | 2.9% |
| 3 | 150 | 2.5% |
| 11 | 138 | 2.3% |
| 6 | 118 | 2.0% |
| 4 | 115 | 1.9% |
| 5 | 105 | 1.8% |
| 9 | 104 | 1.7% |
| 1 | 103 | 1.7% |
| Other values (18) | 618 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 4196 | |
| 1 | 103 | 1.7% |
| 2 | 175 | 2.9% |
| 3 | 150 | 2.5% |
| 4 | 115 | 1.9% |
| Value | Count | Frequency (%) |
| 27 | 2 | < 0.1% |
| 26 | 4 | 0.1% |
| 25 | 15 | |
| 24 | 23 | |
| 23 | 17 |
이용건수_A페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3868333333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 5576 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.525641254 |
|---|---|
| Coefficient of variation (CV) | 3.943923965 |
| Kurtosis | 18.1894029 |
| Mean | 0.3868333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.243746784 |
| Sum | 2321 |
| Variance | 2.327581236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5576 | |
| 6 | 87 | 1.5% |
| 4 | 74 | 1.2% |
| 3 | 65 | 1.1% |
| 7 | 46 | 0.8% |
| 5 | 45 | 0.8% |
| 8 | 31 | 0.5% |
| 9 | 28 | 0.5% |
| 2 | 22 | 0.4% |
| 10 | 11 | 0.2% |
| Other values (3) | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5576 | |
| 1 | 6 | 0.1% |
| 2 | 22 | 0.4% |
| 3 | 65 | 1.1% |
| 4 | 74 | 1.2% |
| Value | Count | Frequency (%) |
| 12 | 2 | < 0.1% |
| 11 | 7 | 0.1% |
| 10 | 11 | 0.2% |
| 9 | 28 | |
| 8 | 31 |
이용건수_B페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5836 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.456880833 |
|---|---|
| Coefficient of variation (CV) | 7.765679881 |
| Kurtosis | 115.2428156 |
| Mean | 0.05883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.23684551 |
| Sum | 353 |
| Variance | 0.2087400956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5836 | |
| 1 | 103 | 1.7% |
| 6 | 18 | 0.3% |
| 2 | 14 | 0.2% |
| 4 | 11 | 0.2% |
| 3 | 10 | 0.2% |
| 5 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5836 | |
| 1 | 103 | 1.7% |
| 2 | 14 | 0.2% |
| 3 | 10 | 0.2% |
| 4 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 6 | 18 | |
| 5 | 8 | |
| 4 | 11 | |
| 3 | 10 | |
| 2 | 14 |
이용건수_C페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03316666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5902 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3153038878 |
|---|---|
| Coefficient of variation (CV) | 9.506649883 |
| Kurtosis | 168.8966426 |
| Mean | 0.03316666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.23206842 |
| Sum | 199 |
| Variance | 0.09941654165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5902 | |
| 1 | 56 | 0.9% |
| 2 | 12 | 0.2% |
| 3 | 12 | 0.2% |
| 4 | 9 | 0.1% |
| 5 | 7 | 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5902 | |
| 1 | 56 | 0.9% |
| 2 | 12 | 0.2% |
| 3 | 12 | 0.2% |
| 4 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5 | 7 | |
| 4 | 9 | |
| 3 | 12 | |
| 2 | 12 |
이용건수_D페이_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02683333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5849 |
| Zeros (%) | 97.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1735463203 |
|---|---|
| Coefficient of variation (CV) | 6.46756473 |
| Kurtosis | 66.06953677 |
| Mean | 0.02683333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.348316152 |
| Sum | 161 |
| Variance | 0.03011832528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5849 | |
| 1 | 143 | 2.4% |
| 2 | 6 | 0.1% |
| 3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5849 | |
| 1 | 143 | 2.4% |
| 2 | 6 | 0.1% |
| 3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 2 | 6 | 0.1% |
| 1 | 143 | 2.4% |
| 0 | 5849 |
이용금액_간편결제_R3M
Real number (ℝ)
Zeros 
| Distinct | 1411 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1561.029 |
| Minimum | 0 |
|---|---|
| Maximum | 89708 |
| Zeros | 4454 |
| Zeros (%) | 74.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 788.5 |
| 95-th percentile | 7672.05 |
| Maximum | 89708 |
| Range | 89708 |
| Interquartile range (IQR) | 788.5 |
Descriptive statistics
| Standard deviation | 4840.052058 |
|---|---|
| Coefficient of variation (CV) | 3.100552301 |
| Kurtosis | 87.44761169 |
| Mean | 1561.029 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.719080697 |
| Sum | 9366174 |
| Variance | 23426103.93 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4454 | |
| 4847 | 3 | 0.1% |
| 2608 | 3 | 0.1% |
| 917 | 3 | 0.1% |
| 4221 | 3 | 0.1% |
| 3711 | 3 | 0.1% |
| 924 | 3 | 0.1% |
| 2263 | 3 | 0.1% |
| 814 | 3 | 0.1% |
| 3194 | 3 | 0.1% |
| Other values (1401) | 1519 | 25.3% |
| Value | Count | Frequency (%) |
| 0 | 4454 | |
| 256 | 1 | < 0.1% |
| 341 | 1 | < 0.1% |
| 355 | 1 | < 0.1% |
| 416 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89708 | 1 | |
| 81998 | 1 | |
| 77940 | 1 | |
| 71211 | 1 | |
| 65854 | 1 |
이용금액_A페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 364 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 260.631 |
| Minimum | 0 |
|---|---|
| Maximum | 16907 |
| Zeros | 5627 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1519.95 |
| Maximum | 16907 |
| Range | 16907 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1290.298779 |
|---|---|
| Coefficient of variation (CV) | 4.95067271 |
| Kurtosis | 51.04654152 |
| Mean | 260.631 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.597749983 |
| Sum | 1563786 |
| Variance | 1664870.939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5627 | |
| 1480 | 3 | 0.1% |
| 1930 | 2 | < 0.1% |
| 1839 | 2 | < 0.1% |
| 1243 | 2 | < 0.1% |
| 8091 | 2 | < 0.1% |
| 1606 | 2 | < 0.1% |
| 3163 | 2 | < 0.1% |
| 843 | 2 | < 0.1% |
| 2536 | 2 | < 0.1% |
| Other values (354) | 354 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 5627 | |
| 687 | 1 | < 0.1% |
| 723 | 1 | < 0.1% |
| 729 | 1 | < 0.1% |
| 731 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16907 | 1 | |
| 16626 | 1 | |
| 15495 | 1 | |
| 14629 | 1 | |
| 13704 | 1 |
이용금액_B페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.6485 |
| Minimum | 0 |
|---|---|
| Maximum | 2146 |
| Zeros | 5865 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2146 |
| Range | 2146 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 208.0835828 |
|---|---|
| Coefficient of variation (CV) | 7.018351105 |
| Kurtosis | 60.55030049 |
| Mean | 29.6485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.611482552 |
| Sum | 177891 |
| Variance | 43298.77741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5865 | |
| 684 | 6 | 0.1% |
| 681 | 3 | 0.1% |
| 1175 | 3 | 0.1% |
| 1177 | 2 | < 0.1% |
| 675 | 2 | < 0.1% |
| 1393 | 2 | < 0.1% |
| 1252 | 2 | < 0.1% |
| 732 | 2 | < 0.1% |
| 1078 | 2 | < 0.1% |
| Other values (101) | 111 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 5865 | |
| 585 | 1 | < 0.1% |
| 595 | 1 | < 0.1% |
| 645 | 1 | < 0.1% |
| 647 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2146 | 1 | |
| 2132 | 1 | |
| 2113 | 1 | |
| 2109 | 1 | |
| 2100 | 1 |
이용금액_C페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 84 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.39433333 |
| Minimum | 0 |
|---|---|
| Maximum | 1785 |
| Zeros | 5913 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1785 |
| Range | 1785 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 118.6123812 |
|---|---|
| Coefficient of variation (CV) | 8.855415069 |
| Kurtosis | 102.9521578 |
| Mean | 13.39433333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.813923182 |
| Sum | 80366 |
| Variance | 14068.89698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5913 | |
| 1282 | 2 | < 0.1% |
| 915 | 2 | < 0.1% |
| 582 | 2 | < 0.1% |
| 898 | 2 | < 0.1% |
| 1335 | 1 | < 0.1% |
| 1342 | 1 | < 0.1% |
| 1314 | 1 | < 0.1% |
| 1584 | 1 | < 0.1% |
| 1235 | 1 | < 0.1% |
| Other values (74) | 74 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5913 | |
| 405 | 1 | < 0.1% |
| 429 | 1 | < 0.1% |
| 435 | 1 | < 0.1% |
| 442 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1785 | 1 | |
| 1713 | 1 | |
| 1657 | 1 | |
| 1584 | 1 | |
| 1537 | 1 |
이용금액_D페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 60 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.175166667 |
| Minimum | 0 |
|---|---|
| Maximum | 882 |
| Zeros | 5921 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 882 |
| Range | 882 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 54.43568704 |
|---|---|
| Coefficient of variation (CV) | 8.815257949 |
| Kurtosis | 84.69399178 |
| Mean | 6.175166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.0698526 |
| Sum | 37051 |
| Variance | 2963.244024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5921 | |
| 432 | 3 | 0.1% |
| 441 | 3 | 0.1% |
| 467 | 3 | 0.1% |
| 473 | 2 | < 0.1% |
| 501 | 2 | < 0.1% |
| 452 | 2 | < 0.1% |
| 412 | 2 | < 0.1% |
| 463 | 2 | < 0.1% |
| 533 | 2 | < 0.1% |
| Other values (50) | 58 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 5921 | |
| 246 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 280 | 1 | < 0.1% |
| 287 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 882 | 1 | |
| 807 | 1 | |
| 590 | 1 | |
| 586 | 1 | |
| 582 | 1 |
이용건수_간편결제_R3M
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.408 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 4458 |
| Zeros (%) | 74.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.753930528 |
|---|---|
| Coefficient of variation (CV) | 1.955916569 |
| Kurtosis | 3.155829893 |
| Mean | 1.408 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.968728368 |
| Sum | 8448 |
| Variance | 7.584133356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4458 | |
| 6 | 517 | 8.6% |
| 3 | 193 | 3.2% |
| 2 | 168 | 2.8% |
| 5 | 157 | 2.6% |
| 4 | 130 | 2.2% |
| 9 | 107 | 1.8% |
| 1 | 55 | 0.9% |
| 12 | 51 | 0.9% |
| 7 | 47 | 0.8% |
| Other values (5) | 117 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 4458 | |
| 1 | 55 | 0.9% |
| 2 | 168 | 2.8% |
| 3 | 193 | 3.2% |
| 4 | 130 | 2.2% |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 13 | 15 | 0.2% |
| 12 | 51 | |
| 11 | 26 | |
| 10 | 33 |
이용건수_A페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1758333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5645 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7293864817 |
|---|---|
| Coefficient of variation (CV) | 4.148169564 |
| Kurtosis | 17.10789689 |
| Mean | 0.1758333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.202245173 |
| Sum | 1055 |
| Variance | 0.5320046397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5645 | |
| 3 | 247 | 4.1% |
| 2 | 37 | 0.6% |
| 4 | 28 | 0.5% |
| 1 | 22 | 0.4% |
| 5 | 20 | 0.3% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5645 | |
| 1 | 22 | 0.4% |
| 2 | 37 | 0.6% |
| 3 | 247 | 4.1% |
| 4 | 28 | 0.5% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 20 | 0.3% |
| 4 | 28 | 0.5% |
| 3 | 247 | |
| 2 | 37 | 0.6% |
이용건수_B페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0445 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5869 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3274206531 |
|---|---|
| Coefficient of variation (CV) | 7.357767484 |
| Kurtosis | 66.13782746 |
| Mean | 0.0445 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.040922739 |
| Sum | 267 |
| Variance | 0.107204284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5869 | |
| 3 | 58 | 1.0% |
| 1 | 53 | 0.9% |
| 2 | 20 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5869 | |
| 1 | 53 | 0.9% |
| 2 | 20 | 0.3% |
| 3 | 58 | 1.0% |
| Value | Count | Frequency (%) |
| 3 | 58 | 1.0% |
| 2 | 20 | 0.3% |
| 1 | 53 | 0.9% |
| 0 | 5869 |
이용건수_C페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.027 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5910 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2421034951 |
|---|---|
| Coefficient of variation (CV) | 8.966796116 |
| Kurtosis | 109.919157 |
| Mean | 0.027 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.16903492 |
| Sum | 162 |
| Variance | 0.05861410235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5910 | |
| 1 | 43 | 0.7% |
| 3 | 25 | 0.4% |
| 2 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5910 | |
| 1 | 43 | 0.7% |
| 2 | 22 | 0.4% |
| 3 | 25 | 0.4% |
| Value | Count | Frequency (%) |
| 3 | 25 | 0.4% |
| 2 | 22 | 0.4% |
| 1 | 43 | 0.7% |
| 0 | 5910 |
이용건수_D페이_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5949 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1060570455 |
|---|---|
| Coefficient of variation (CV) | 11.36325488 |
| Kurtosis | 224.3386086 |
| Mean | 0.009333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.43373431 |
| Sum | 56 |
| Variance | 0.01124809691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5949 | |
| 1 | 47 | 0.8% |
| 2 | 3 | 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5949 | |
| 1 | 47 | 0.8% |
| 2 | 3 | 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 2 | 3 | 0.1% |
| 1 | 47 | 0.8% |
| 0 | 5949 |
이용금액_간편결제_B0M
Real number (ℝ)
Zeros 
| Distinct | 1071 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 492.6495 |
| Minimum | 0 |
|---|---|
| Maximum | 20668 |
| Zeros | 4594 |
| Zeros (%) | 76.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2470.55 |
| Maximum | 20668 |
| Range | 20668 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1369.235017 |
|---|---|
| Coefficient of variation (CV) | 2.779328948 |
| Kurtosis | 55.13403611 |
| Mean | 492.6495 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.135823805 |
| Sum | 2955897 |
| Variance | 1874804.531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4594 | |
| 1164 | 6 | 0.1% |
| 1143 | 6 | 0.1% |
| 1554 | 5 | 0.1% |
| 1296 | 5 | 0.1% |
| 850 | 4 | 0.1% |
| 1033 | 4 | 0.1% |
| 874 | 4 | 0.1% |
| 1651 | 4 | 0.1% |
| 1304 | 4 | 0.1% |
| Other values (1061) | 1364 | 22.7% |
| Value | Count | Frequency (%) |
| 0 | 4594 | |
| 463 | 1 | < 0.1% |
| 468 | 1 | < 0.1% |
| 516 | 1 | < 0.1% |
| 519 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20668 | 1 | |
| 18378 | 1 | |
| 17097 | 1 | |
| 16702 | 1 | |
| 16412 | 1 |
이용금액_A페이_B0M
Real number (ℝ)
Zeros 
| Distinct | 298 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.207 |
| Minimum | 0 |
|---|---|
| Maximum | 4931 |
| Zeros | 5675 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 782.6 |
| Maximum | 4931 |
| Range | 4931 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 409.2719769 |
|---|---|
| Coefficient of variation (CV) | 4.803267066 |
| Kurtosis | 39.90492762 |
| Mean | 85.207 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.914489248 |
| Sum | 511242 |
| Variance | 167503.5511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5675 | |
| 3054 | 2 | < 0.1% |
| 999 | 2 | < 0.1% |
| 1049 | 2 | < 0.1% |
| 840 | 2 | < 0.1% |
| 1434 | 2 | < 0.1% |
| 2962 | 2 | < 0.1% |
| 1353 | 2 | < 0.1% |
| 963 | 2 | < 0.1% |
| 1636 | 2 | < 0.1% |
| Other values (288) | 307 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 5675 | |
| 551 | 1 | < 0.1% |
| 619 | 1 | < 0.1% |
| 639 | 2 | < 0.1% |
| 640 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4931 | 1 | |
| 4562 | 1 | |
| 4334 | 1 | |
| 4165 | 1 | |
| 4014 | 1 |
이용금액_B페이_B0M
Real number (ℝ)
Zeros 
| Distinct | 58 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.628 |
| Minimum | 0 |
|---|---|
| Maximum | 758 |
| Zeros | 5914 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 758 |
| Range | 758 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 79.95585515 |
|---|---|
| Coefficient of variation (CV) | 8.304513414 |
| Kurtosis | 65.58167096 |
| Mean | 9.628 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.207970848 |
| Sum | 57768 |
| Variance | 6392.938772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5914 | |
| 684 | 4 | 0.1% |
| 668 | 4 | 0.1% |
| 682 | 3 | 0.1% |
| 653 | 3 | 0.1% |
| 670 | 3 | 0.1% |
| 674 | 3 | 0.1% |
| 645 | 3 | 0.1% |
| 599 | 2 | < 0.1% |
| 626 | 2 | < 0.1% |
| Other values (48) | 59 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 5914 | |
| 581 | 1 | < 0.1% |
| 585 | 1 | < 0.1% |
| 595 | 1 | < 0.1% |
| 599 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 758 | 1 | |
| 749 | 1 | |
| 748 | 1 | |
| 746 | 1 | |
| 745 | 1 |
이용금액_C페이_B0M
Real number (ℝ)
Zeros 
| Distinct | 58 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.52 |
| Minimum | 0 |
|---|---|
| Maximum | 663 |
| Zeros | 5932 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 663 |
| Range | 663 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52.13642969 |
|---|---|
| Coefficient of variation (CV) | 9.445005379 |
| Kurtosis | 91.73605334 |
| Mean | 5.52 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.56269972 |
| Sum | 33120 |
| Variance | 2718.207301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5932 | |
| 499 | 3 | 0.1% |
| 421 | 2 | < 0.1% |
| 616 | 2 | < 0.1% |
| 451 | 2 | < 0.1% |
| 507 | 2 | < 0.1% |
| 494 | 2 | < 0.1% |
| 442 | 2 | < 0.1% |
| 413 | 2 | < 0.1% |
| 467 | 2 | < 0.1% |
| Other values (48) | 49 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 5932 | |
| 345 | 1 | < 0.1% |
| 362 | 1 | < 0.1% |
| 374 | 1 | < 0.1% |
| 393 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 663 | 1 | |
| 660 | 1 | |
| 653 | 1 | |
| 634 | 1 | |
| 619 | 1 |
이용금액_D페이_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5195 |
| Minimum | 0 |
|---|---|
| Maximum | 306 |
| Zeros | 5989 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 306 |
| Range | 306 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12.15181321 |
|---|---|
| Coefficient of variation (CV) | 23.39136324 |
| Kurtosis | 550.7172105 |
| Mean | 0.5195 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.45714822 |
| Sum | 3117 |
| Variance | 147.6665642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5989 | |
| 280 | 3 | 0.1% |
| 304 | 1 | < 0.1% |
| 306 | 1 | < 0.1% |
| 299 | 1 | < 0.1% |
| 285 | 1 | < 0.1% |
| 287 | 1 | < 0.1% |
| 302 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5989 | |
| 246 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 280 | 3 | 0.1% |
| 285 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 306 | 1 | |
| 304 | 1 | |
| 302 | 1 | |
| 299 | 1 | |
| 287 | 1 |
이용건수_간편결제_B0M
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4965 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 4596 |
| Zeros (%) | 76.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.969438524 |
|---|---|
| Coefficient of variation (CV) | 1.952544862 |
| Kurtosis | 2.287046206 |
| Mean | 0.4965 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.806974302 |
| Sum | 2979 |
| Variance | 0.9398110518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4596 | |
| 2 | 895 | 14.9% |
| 1 | 219 | 3.6% |
| 3 | 194 | 3.2% |
| 4 | 92 | 1.5% |
| 5 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4596 | |
| 1 | 219 | 3.6% |
| 2 | 895 | 14.9% |
| 3 | 194 | 3.2% |
| 4 | 92 | 1.5% |
| Value | Count | Frequency (%) |
| 5 | 4 | 0.1% |
| 4 | 92 | 1.5% |
| 3 | 194 | 3.2% |
| 2 | 895 | |
| 1 | 219 | 3.6% |
이용건수_A페이_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5707 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2155374251 |
|---|---|
| Coefficient of variation (CV) | 4.413735668 |
| Kurtosis | 15.54310556 |
| Mean | 0.04883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.18783054 |
| Sum | 293 |
| Variance | 0.04645638162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5707 | |
| 1 | 293 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 5707 | |
| 1 | 293 | 4.9% |
| Value | Count | Frequency (%) |
| 1 | 293 | 4.9% |
| 0 | 5707 |
이용건수_B페이_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.015 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5910 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1215625884 |
|---|---|
| Coefficient of variation (CV) | 8.104172563 |
| Kurtosis | 61.7343282 |
| Mean | 0.015 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.982089338 |
| Sum | 90 |
| Variance | 0.01477746291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5910 | |
| 1 | 90 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 5910 | |
| 1 | 90 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 90 | 1.5% |
| 0 | 5910 |
이용건수_C페이_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5930 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1073893739 |
|---|---|
| Coefficient of variation (CV) | 9.204803481 |
| Kurtosis | 80.79440289 |
| Mean | 0.01166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.097662971 |
| Sum | 70 |
| Variance | 0.01153247764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5930 | |
| 1 | 70 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5930 | |
| 1 | 70 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 70 | 1.2% |
| 0 | 5930 |
이용건수_D페이_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5990 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04079419383 |
|---|---|
| Coefficient of variation (CV) | 24.4765163 |
| Kurtosis | 595.4988025 |
| Mean | 0.001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.43972797 |
| Sum | 10 |
| Variance | 0.00166416625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5990 | |
| 1 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5990 | |
| 1 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 10 | 0.2% |
| 0 | 5990 |
이용개월수_선결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.228 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5498 |
| Zeros (%) | 91.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9812457085 |
|---|---|
| Coefficient of variation (CV) | 4.303709248 |
| Kurtosis | 25.83715986 |
| Mean | 0.228 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.092242587 |
| Sum | 1368 |
| Variance | 0.9628431405 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5498 | |
| 1 | 279 | 4.7% |
| 6 | 135 | 2.2% |
| 3 | 39 | 0.7% |
| 4 | 23 | 0.4% |
| 2 | 20 | 0.3% |
| 5 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5498 | |
| 1 | 279 | 4.7% |
| 2 | 20 | 0.3% |
| 3 | 39 | 0.7% |
| 4 | 23 | 0.4% |
| Value | Count | Frequency (%) |
| 6 | 135 | |
| 5 | 6 | 0.1% |
| 4 | 23 | 0.4% |
| 3 | 39 | 0.7% |
| 2 | 20 | 0.3% |
이용횟수_선결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 5492 |
| Zeros (%) | 91.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.716550799 |
|---|---|
| Coefficient of variation (CV) | 4.119721918 |
| Kurtosis | 25.06762279 |
| Mean | 0.4166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.917497127 |
| Sum | 2500 |
| Variance | 2.946546647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5492 | |
| 2 | 145 | 2.4% |
| 1 | 57 | 0.9% |
| 3 | 55 | 0.9% |
| 5 | 36 | 0.6% |
| 12 | 36 | 0.6% |
| 4 | 30 | 0.5% |
| 7 | 30 | 0.5% |
| 9 | 29 | 0.5% |
| 6 | 24 | 0.4% |
| Other values (4) | 66 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 5492 | |
| 1 | 57 | 0.9% |
| 2 | 145 | 2.4% |
| 3 | 55 | 0.9% |
| 4 | 30 | 0.5% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 36 | |
| 11 | 22 | |
| 10 | 21 | |
| 9 | 29 |
이용금액_선결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 504 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1547.763167 |
| Minimum | 0 |
|---|---|
| Maximum | 86735 |
| Zeros | 5489 |
| Zeros (%) | 91.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8013.9 |
| Maximum | 86735 |
| Range | 86735 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6883.973365 |
|---|---|
| Coefficient of variation (CV) | 4.447691684 |
| Kurtosis | 42.73950148 |
| Mean | 1547.763167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.023903521 |
| Sum | 9286579 |
| Variance | 47389089.29 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5489 | |
| 3790 | 3 | 0.1% |
| 6476 | 2 | < 0.1% |
| 5558 | 2 | < 0.1% |
| 5672 | 2 | < 0.1% |
| 5644 | 2 | < 0.1% |
| 10674 | 2 | < 0.1% |
| 6655 | 2 | < 0.1% |
| 4061 | 1 | < 0.1% |
| 24270 | 1 | < 0.1% |
| Other values (494) | 494 | 8.2% |
| Value | Count | Frequency (%) |
| 0 | 5489 | |
| 2494 | 1 | < 0.1% |
| 3106 | 1 | < 0.1% |
| 3107 | 1 | < 0.1% |
| 3265 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 86735 | 1 | |
| 81298 | 1 | |
| 77645 | 1 | |
| 77276 | 1 | |
| 75752 | 1 |
이용건수_선결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.796 |
| Minimum | 0 |
|---|---|
| Maximum | 352 |
| Zeros | 5633 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8.1 |
| Maximum | 352 |
| Range | 352 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 33.43958859 |
|---|---|
| Coefficient of variation (CV) | 5.769425222 |
| Kurtosis | 53.19678125 |
| Mean | 5.796 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.063678894 |
| Sum | 34776 |
| Variance | 1118.206085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5633 | |
| 7 | 60 | 1.0% |
| 18 | 45 | 0.8% |
| 11 | 31 | 0.5% |
| 93 | 9 | 0.1% |
| 94 | 8 | 0.1% |
| 97 | 7 | 0.1% |
| 159 | 7 | 0.1% |
| 95 | 7 | 0.1% |
| 8 | 7 | 0.1% |
| Other values (101) | 186 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 5633 | |
| 7 | 60 | 1.0% |
| 8 | 7 | 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 31 | 0.5% |
| Value | Count | Frequency (%) |
| 352 | 1 | |
| 351 | 1 | |
| 322 | 1 | |
| 313 | 1 | |
| 309 | 1 |
이용횟수_선결제_R3M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.211 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5686 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.05 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9857184893 |
|---|---|
| Coefficient of variation (CV) | 4.671651608 |
| Kurtosis | 24.37301459 |
| Mean | 0.211 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.981438986 |
| Sum | 1266 |
| Variance | 0.9716409402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5686 | |
| 6 | 116 | 1.9% |
| 2 | 82 | 1.4% |
| 3 | 45 | 0.8% |
| 5 | 29 | 0.5% |
| 4 | 28 | 0.5% |
| 1 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5686 | |
| 1 | 14 | 0.2% |
| 2 | 82 | 1.4% |
| 3 | 45 | 0.8% |
| 4 | 28 | 0.5% |
| Value | Count | Frequency (%) |
| 6 | 116 | |
| 5 | 29 | 0.5% |
| 4 | 28 | 0.5% |
| 3 | 45 | 0.8% |
| 2 | 82 |
이용금액_선결제_R3M
Real number (ℝ)
Zeros 
| Distinct | 305 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 672.8295 |
| Minimum | 0 |
|---|---|
| Maximum | 31823 |
| Zeros | 5686 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4489 |
| Maximum | 31823 |
| Range | 31823 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3161.219149 |
|---|---|
| Coefficient of variation (CV) | 4.698395581 |
| Kurtosis | 27.77265946 |
| Mean | 672.8295 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.168164803 |
| Sum | 4036977 |
| Variance | 9993306.511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5686 | |
| 3790 | 3 | 0.1% |
| 14879 | 2 | < 0.1% |
| 4739 | 2 | < 0.1% |
| 11571 | 2 | < 0.1% |
| 4680 | 2 | < 0.1% |
| 12616 | 2 | < 0.1% |
| 4892 | 2 | < 0.1% |
| 9680 | 2 | < 0.1% |
| 9573 | 2 | < 0.1% |
| Other values (295) | 295 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 5686 | |
| 3684 | 1 | < 0.1% |
| 3688 | 1 | < 0.1% |
| 3749 | 1 | < 0.1% |
| 3790 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 31823 | 1 | |
| 30459 | 1 | |
| 27806 | 1 | |
| 27579 | 1 | |
| 26674 | 1 |
이용건수_선결제_R3M
Real number (ℝ)
Zeros 
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.032 |
| Minimum | 0 |
|---|---|
| Maximum | 253 |
| Zeros | 5823 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 253 |
| Range | 253 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14.95171902 |
|---|---|
| Coefficient of variation (CV) | 7.358129439 |
| Kurtosis | 84.28549612 |
| Mean | 2.032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.755990678 |
| Sum | 12192 |
| Variance | 223.5539017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5823 | |
| 11 | 31 | 0.5% |
| 7 | 13 | 0.2% |
| 42 | 11 | 0.2% |
| 110 | 9 | 0.1% |
| 41 | 7 | 0.1% |
| 112 | 6 | 0.1% |
| 109 | 6 | 0.1% |
| 144 | 5 | 0.1% |
| 21 | 5 | 0.1% |
| Other values (42) | 84 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 5823 | |
| 7 | 13 | 0.2% |
| 10 | 2 | < 0.1% |
| 11 | 31 | 0.5% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 253 | 1 | |
| 191 | 1 | |
| 190 | 1 | |
| 188 | 1 | |
| 187 | 1 |
이용횟수_선결제_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07316666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5766 |
| Zeros (%) | 96.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3690112922 |
|---|---|
| Coefficient of variation (CV) | 5.043434518 |
| Kurtosis | 22.62144843 |
| Mean | 0.07316666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.935811928 |
| Sum | 439 |
| Variance | 0.1361693338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5766 | |
| 2 | 205 | 3.4% |
| 1 | 29 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5766 | |
| 1 | 29 | 0.5% |
| 2 | 205 | 3.4% |
| Value | Count | Frequency (%) |
| 2 | 205 | 3.4% |
| 1 | 29 | 0.5% |
| 0 | 5766 |
이용금액_선결제_B0M
Real number (ℝ)
Zeros 
| Distinct | 230 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.6966667 |
| Minimum | 0 |
|---|---|
| Maximum | 8699 |
| Zeros | 5764 |
| Zeros (%) | 96.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8699 |
| Range | 8699 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1064.311697 |
|---|---|
| Coefficient of variation (CV) | 5.027531676 |
| Kurtosis | 24.2729435 |
| Mean | 211.6966667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.018346205 |
| Sum | 1270180 |
| Variance | 1132759.389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5764 | |
| 5038 | 2 | < 0.1% |
| 4812 | 2 | < 0.1% |
| 6423 | 2 | < 0.1% |
| 5071 | 2 | < 0.1% |
| 4969 | 2 | < 0.1% |
| 4857 | 2 | < 0.1% |
| 5142 | 2 | < 0.1% |
| 6714 | 1 | < 0.1% |
| 4913 | 1 | < 0.1% |
| Other values (220) | 220 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 5764 | |
| 3561 | 1 | < 0.1% |
| 3580 | 1 | < 0.1% |
| 3666 | 1 | < 0.1% |
| 3778 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8699 | 1 | |
| 8631 | 1 | |
| 8067 | 1 | |
| 8032 | 1 | |
| 7701 | 1 |
이용건수_선결제_B0M
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5278333333 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 5912 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.222525357 |
|---|---|
| Coefficient of variation (CV) | 9.8942697 |
| Kurtosis | 130.392874 |
| Mean | 0.5278333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.06745501 |
| Sum | 3167 |
| Variance | 27.2747711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5912 | |
| 7 | 32 | 0.5% |
| 53 | 24 | 0.4% |
| 38 | 10 | 0.2% |
| 52 | 6 | 0.1% |
| 54 | 6 | 0.1% |
| 37 | 3 | 0.1% |
| 85 | 2 | < 0.1% |
| 83 | 2 | < 0.1% |
| 87 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5912 | |
| 7 | 32 | 0.5% |
| 37 | 3 | 0.1% |
| 38 | 10 | 0.2% |
| 39 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 87 | 1 | < 0.1% |
| 85 | 2 | < 0.1% |
| 83 | 2 | < 0.1% |
| 82 | 1 | < 0.1% |
| 54 | 6 |
이용횟수_연체_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.279 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5248 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8782297808 |
|---|---|
| Coefficient of variation (CV) | 3.147776992 |
| Kurtosis | 13.94872675 |
| Mean | 0.279 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.683478996 |
| Sum | 1674 |
| Variance | 0.7712875479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5248 | |
| 1 | 318 | 5.3% |
| 2 | 174 | 2.9% |
| 4 | 120 | 2.0% |
| 3 | 92 | 1.5% |
| 5 | 36 | 0.6% |
| 6 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5248 | |
| 1 | 318 | 5.3% |
| 2 | 174 | 2.9% |
| 3 | 92 | 1.5% |
| 4 | 120 | 2.0% |
| Value | Count | Frequency (%) |
| 6 | 12 | 0.2% |
| 5 | 36 | 0.6% |
| 4 | 120 | |
| 3 | 92 | |
| 2 | 174 |
이용금액_연체_R6M
Real number (ℝ)
Zeros 
| Distinct | 690 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 620.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 40322 |
| Zeros | 5269 |
| Zeros (%) | 87.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3455.05 |
| Maximum | 40322 |
| Range | 40322 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2564.037048 |
|---|---|
| Coefficient of variation (CV) | 4.13554029 |
| Kurtosis | 52.66955167 |
| Mean | 620.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.428286694 |
| Sum | 3720003 |
| Variance | 6574285.981 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5269 | |
| 1137 | 3 | 0.1% |
| 1839 | 3 | 0.1% |
| 1988 | 3 | 0.1% |
| 2303 | 2 | < 0.1% |
| 1870 | 2 | < 0.1% |
| 1537 | 2 | < 0.1% |
| 1361 | 2 | < 0.1% |
| 1777 | 2 | < 0.1% |
| 1098 | 2 | < 0.1% |
| Other values (680) | 710 | 11.8% |
| Value | Count | Frequency (%) |
| 0 | 5269 | |
| 590 | 1 | < 0.1% |
| 608 | 1 | < 0.1% |
| 619 | 1 | < 0.1% |
| 657 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40322 | 1 | |
| 35978 | 1 | |
| 31714 | 1 | |
| 28968 | 1 | |
| 27491 | 1 |
이용횟수_연체_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0955 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5684 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4397862951 |
|---|---|
| Coefficient of variation (CV) | 4.605092095 |
| Kurtosis | 25.2546925 |
| Mean | 0.0955 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.989868449 |
| Sum | 573 |
| Variance | 0.1934119853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5684 | |
| 2 | 129 | 2.1% |
| 1 | 123 | 2.1% |
| 3 | 64 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 5684 | |
| 1 | 123 | 2.1% |
| 2 | 129 | 2.1% |
| 3 | 64 | 1.1% |
| Value | Count | Frequency (%) |
| 3 | 64 | 1.1% |
| 2 | 129 | 2.1% |
| 1 | 123 | 2.1% |
| 0 | 5684 |
이용금액_연체_R3M
Real number (ℝ)
Zeros 
| Distinct | 331 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 224.4868333 |
| Minimum | 0 |
|---|---|
| Maximum | 12315 |
| Zeros | 5661 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1449.05 |
| Maximum | 12315 |
| Range | 12315 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1061.95832 |
|---|---|
| Coefficient of variation (CV) | 4.730604038 |
| Kurtosis | 32.35260726 |
| Mean | 224.4868333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.481922807 |
| Sum | 1346921 |
| Variance | 1127755.474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5661 | |
| 1637 | 3 | 0.1% |
| 1825 | 2 | < 0.1% |
| 2524 | 2 | < 0.1% |
| 2858 | 2 | < 0.1% |
| 1533 | 2 | < 0.1% |
| 2923 | 2 | < 0.1% |
| 1640 | 2 | < 0.1% |
| 6612 | 2 | < 0.1% |
| 6957 | 1 | < 0.1% |
| Other values (321) | 321 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 5661 | |
| 782 | 1 | < 0.1% |
| 801 | 1 | < 0.1% |
| 872 | 1 | < 0.1% |
| 893 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12315 | 1 | |
| 10913 | 1 | |
| 10481 | 1 | |
| 9952 | 1 | |
| 9433 | 1 |
이용횟수_연체_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02183333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5869 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1461512878 |
|---|---|
| Coefficient of variation (CV) | 6.693952112 |
| Kurtosis | 40.85888835 |
| Mean | 0.02183333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.54562975 |
| Sum | 131 |
| Variance | 0.02136019892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5869 | |
| 1 | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 5869 | |
| 1 | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 131 | 2.2% |
| 0 | 5869 |
이용금액_연체_B0M
Real number (ℝ)
Zeros 
| Distinct | 169 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.87116667 |
| Minimum | 0 |
|---|---|
| Maximum | 2797 |
| Zeros | 5827 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2797 |
| Range | 2797 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 330.5248655 |
|---|---|
| Coefficient of variation (CV) | 5.915839693 |
| Kurtosis | 34.6336628 |
| Mean | 55.87116667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.953882569 |
| Sum | 335227 |
| Variance | 109246.6867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5827 | |
| 1976 | 2 | < 0.1% |
| 2301 | 2 | < 0.1% |
| 2300 | 2 | < 0.1% |
| 1297 | 2 | < 0.1% |
| 1759 | 2 | < 0.1% |
| 2475 | 1 | < 0.1% |
| 2359 | 1 | < 0.1% |
| 2537 | 1 | < 0.1% |
| 1456 | 1 | < 0.1% |
| Other values (159) | 159 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 5827 | |
| 927 | 1 | < 0.1% |
| 994 | 1 | < 0.1% |
| 1087 | 1 | < 0.1% |
| 1172 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2797 | 1 | |
| 2794 | 1 | |
| 2758 | 1 | |
| 2638 | 1 | |
| 2633 | 1 |
이용개월수_전체_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.570833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 979 |
| Zeros (%) | 16.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.343551012 |
|---|---|
| Coefficient of variation (CV) | 0.512718544 |
| Kurtosis | -0.3036823585 |
| Mean | 4.570833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.22652059 |
| Sum | 27425 |
| Variance | 5.492231344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4068 | |
| 0 | 979 | 16.3% |
| 5 | 275 | 4.6% |
| 1 | 227 | 3.8% |
| 4 | 192 | 3.2% |
| 2 | 130 | 2.2% |
| 3 | 129 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 979 | |
| 1 | 227 | 3.8% |
| 2 | 130 | 2.2% |
| 3 | 129 | 2.1% |
| 4 | 192 | 3.2% |
| Value | Count | Frequency (%) |
| 6 | 4068 | |
| 5 | 275 | 4.6% |
| 4 | 192 | 3.2% |
| 3 | 129 | 2.1% |
| 2 | 130 | 2.2% |
이용개월수_전체_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.304833333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1215 |
| Zeros (%) | 20.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.22126651 |
|---|---|
| Coefficient of variation (CV) | 0.52987194 |
| Kurtosis | -0.3095927643 |
| Mean | 2.304833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.264548381 |
| Sum | 13829 |
| Variance | 1.491491888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 4452 | |
| 0 | 1215 | 20.2% |
| 1 | 193 | 3.2% |
| 2 | 140 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1215 | 20.2% |
| 1 | 193 | 3.2% |
| 2 | 140 | 2.3% |
| 3 | 4452 |
| Value | Count | Frequency (%) |
| 3 | 4452 | |
| 2 | 140 | 2.3% |
| 1 | 193 | 3.2% |
| 0 | 1215 | 20.2% |
이용개월수_결제일_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.262833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1139 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.442897173 |
|---|---|
| Coefficient of variation (CV) | 0.5730688914 |
| Kurtosis | -0.9172468665 |
| Mean | 4.262833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9332115093 |
| Sum | 25577 |
| Variance | 5.967746597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3537 | |
| 0 | 1139 | 19.0% |
| 5 | 437 | 7.3% |
| 1 | 271 | 4.5% |
| 4 | 252 | 4.2% |
| 2 | 201 | 3.4% |
| 3 | 163 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 1139 | |
| 1 | 271 | 4.5% |
| 2 | 201 | 3.4% |
| 3 | 163 | 2.7% |
| 4 | 252 | 4.2% |
| Value | Count | Frequency (%) |
| 6 | 3537 | |
| 5 | 437 | 7.3% |
| 4 | 252 | 4.2% |
| 3 | 163 | 2.7% |
| 2 | 201 | 3.4% |
이용개월수_결제일_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.160833333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1411 |
| Zeros (%) | 23.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.279285765 |
|---|---|
| Coefficient of variation (CV) | 0.5920335201 |
| Kurtosis | -0.9290143919 |
| Mean | 2.160833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9767010866 |
| Sum | 12965 |
| Variance | 1.636572068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 4058 | |
| 0 | 1411 | 23.5% |
| 1 | 271 | 4.5% |
| 2 | 260 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 1411 | 23.5% |
| 1 | 271 | 4.5% |
| 2 | 260 | 4.3% |
| 3 | 4058 |
| Value | Count | Frequency (%) |
| 3 | 4058 | |
| 2 | 260 | 4.3% |
| 1 | 271 | 4.5% |
| 0 | 1411 | 23.5% |
가맹점매출금액_B1M
Real number (ℝ)
Zeros 
| Distinct | 350 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 371.2101667 |
| Minimum | 0 |
|---|---|
| Maximum | 8592 |
| Zeros | 5623 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5435.3 |
| Maximum | 8592 |
| Range | 8592 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1441.599939 |
|---|---|
| Coefficient of variation (CV) | 3.88351416 |
| Kurtosis | 11.70613404 |
| Mean | 371.2101667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.673570226 |
| Sum | 2227261 |
| Variance | 2078210.383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5623 | |
| 5945 | 3 | 0.1% |
| 5221 | 2 | < 0.1% |
| 5770 | 2 | < 0.1% |
| 6247 | 2 | < 0.1% |
| 5861 | 2 | < 0.1% |
| 5456 | 2 | < 0.1% |
| 5881 | 2 | < 0.1% |
| 5493 | 2 | < 0.1% |
| 5980 | 2 | < 0.1% |
| Other values (340) | 358 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 5623 | |
| 4155 | 1 | < 0.1% |
| 4296 | 1 | < 0.1% |
| 4402 | 1 | < 0.1% |
| 4535 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8592 | 1 | |
| 8451 | 1 | |
| 7593 | 1 | |
| 7537 | 1 | |
| 7503 | 1 |
가맹점매출금액_B2M
Real number (ℝ)
Zeros 
| Distinct | 353 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 371.5831667 |
| Minimum | 0 |
|---|---|
| Maximum | 8592 |
| Zeros | 5618 |
| Zeros (%) | 93.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5405.05 |
| Maximum | 8592 |
| Range | 8592 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1432.340538 |
|---|---|
| Coefficient of variation (CV) | 3.854697054 |
| Kurtosis | 11.43899181 |
| Mean | 371.5831667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.639291061 |
| Sum | 2229499 |
| Variance | 2051599.416 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5618 | |
| 5945 | 3 | 0.1% |
| 5937 | 3 | 0.1% |
| 5441 | 3 | 0.1% |
| 6247 | 2 | < 0.1% |
| 5757 | 2 | < 0.1% |
| 6303 | 2 | < 0.1% |
| 4602 | 2 | < 0.1% |
| 5994 | 2 | < 0.1% |
| 5299 | 2 | < 0.1% |
| Other values (343) | 361 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 5618 | |
| 4296 | 1 | < 0.1% |
| 4402 | 1 | < 0.1% |
| 4535 | 1 | < 0.1% |
| 4602 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 8592 | 1 | |
| 7593 | 1 | |
| 7503 | 1 | |
| 7493 | 1 | |
| 7483 | 1 |
정상청구원금_B0M
Real number (ℝ)
Zeros 
| Distinct | 4049 |
|---|---|
| Distinct (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5125.871833 |
| Minimum | 0 |
|---|---|
| Maximum | 58399 |
| Zeros | 905 |
| Zeros (%) | 15.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 403.75 |
| median | 2570.5 |
| Q3 | 6726.25 |
| 95-th percentile | 20171.55 |
| Maximum | 58399 |
| Range | 58399 |
| Interquartile range (IQR) | 6322.5 |
Descriptive statistics
| Standard deviation | 6762.65433 |
|---|---|
| Coefficient of variation (CV) | 1.319317874 |
| Kurtosis | 5.581832259 |
| Mean | 5125.871833 |
| Median Absolute Deviation (MAD) | 2547 |
| Skewness | 2.124197 |
| Sum | 30755231 |
| Variance | 45733493.59 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 905 | 15.1% |
| 20 | 12 | 0.2% |
| 13 | 11 | 0.2% |
| 15 | 10 | 0.2% |
| 18 | 10 | 0.2% |
| 14 | 9 | 0.1% |
| 22 | 7 | 0.1% |
| 471 | 5 | 0.1% |
| 16 | 5 | 0.1% |
| 27 | 5 | 0.1% |
| Other values (4039) | 5021 |
| Value | Count | Frequency (%) |
| 0 | 905 | |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 11 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 58399 | 1 | |
| 55891 | 1 | |
| 47950 | 1 | |
| 46552 | 1 | |
| 46325 | 1 |
선입금원금_B0M
Real number (ℝ)
Zeros 
| Distinct | 270 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.173 |
| Minimum | 0 |
|---|---|
| Maximum | 15936 |
| Zeros | 5718 |
| Zeros (%) | 95.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15936 |
| Range | 15936 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1315.857314 |
|---|---|
| Coefficient of variation (CV) | 4.679885033 |
| Kurtosis | 25.8508905 |
| Mean | 281.173 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.936319437 |
| Sum | 1687038 |
| Variance | 1731480.471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5718 | |
| 4638 | 2 | < 0.1% |
| 5426 | 2 | < 0.1% |
| 5495 | 2 | < 0.1% |
| 5405 | 2 | < 0.1% |
| 5570 | 2 | < 0.1% |
| 6640 | 2 | < 0.1% |
| 5544 | 2 | < 0.1% |
| 6604 | 2 | < 0.1% |
| 5448 | 2 | < 0.1% |
| Other values (260) | 264 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 5718 | |
| 2313 | 1 | < 0.1% |
| 3187 | 1 | < 0.1% |
| 3250 | 1 | < 0.1% |
| 3354 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15936 | 1 | |
| 14895 | 1 | |
| 11783 | 1 | |
| 11587 | 1 | |
| 9985 | 1 |
정상입금원금_B0M
Real number (ℝ)
Zeros 
| Distinct | 3467 |
|---|---|
| Distinct (%) | 57.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3660.785333 |
| Minimum | 0 |
|---|---|
| Maximum | 58399 |
| Zeros | 1572 |
| Zeros (%) | 26.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1577.5 |
| Q3 | 5045.5 |
| 95-th percentile | 14359.35 |
| Maximum | 58399 |
| Range | 58399 |
| Interquartile range (IQR) | 5045.5 |
Descriptive statistics
| Standard deviation | 5547.408671 |
|---|---|
| Coefficient of variation (CV) | 1.515360275 |
| Kurtosis | 12.9652549 |
| Mean | 3660.785333 |
| Median Absolute Deviation (MAD) | 1577.5 |
| Skewness | 2.972194111 |
| Sum | 21964712 |
| Variance | 30773742.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1572 | 26.2% |
| 13 | 13 | 0.2% |
| 15 | 13 | 0.2% |
| 20 | 12 | 0.2% |
| 14 | 11 | 0.2% |
| 16 | 10 | 0.2% |
| 18 | 10 | 0.2% |
| 22 | 8 | 0.1% |
| 17 | 7 | 0.1% |
| 416 | 6 | 0.1% |
| Other values (3457) | 4338 |
| Value | Count | Frequency (%) |
| 0 | 1572 | |
| 11 | 4 | 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 13 | 0.2% |
| 14 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 58399 | 1 | |
| 55891 | 1 | |
| 47950 | 1 | |
| 46552 | 1 | |
| 46325 | 1 |
연체입금원금_B0M
Real number (ℝ)
Zeros 
| Distinct | 2080 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1183.711167 |
| Minimum | 0 |
|---|---|
| Maximum | 24225 |
| Zeros | 3161 |
| Zeros (%) | 52.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1068 |
| 95-th percentile | 6688.1 |
| Maximum | 24225 |
| Range | 24225 |
| Interquartile range (IQR) | 1068 |
Descriptive statistics
| Standard deviation | 2516.41562 |
|---|---|
| Coefficient of variation (CV) | 2.12586963 |
| Kurtosis | 14.67303272 |
| Mean | 1183.711167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.382582967 |
| Sum | 7102267 |
| Variance | 6332347.574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3161 | |
| 509 | 6 | 0.1% |
| 202 | 6 | 0.1% |
| 554 | 6 | 0.1% |
| 180 | 6 | 0.1% |
| 215 | 5 | 0.1% |
| 65 | 5 | 0.1% |
| 392 | 5 | 0.1% |
| 14 | 5 | 0.1% |
| 388 | 5 | 0.1% |
| Other values (2070) | 2790 |
| Value | Count | Frequency (%) |
| 0 | 3161 | |
| 1 | 4 | 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 24225 | 1 | |
| 22825 | 1 | |
| 22299 | 1 | |
| 22144 | 1 | |
| 21484 | 1 |
정상청구원금_B2M
Real number (ℝ)
Zeros 
| Distinct | 4122 |
|---|---|
| Distinct (%) | 68.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5441.467167 |
| Minimum | 0 |
|---|---|
| Maximum | 104776 |
| Zeros | 877 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 442 |
| median | 2831.5 |
| Q3 | 7200.75 |
| 95-th percentile | 20611.3 |
| Maximum | 104776 |
| Range | 104776 |
| Interquartile range (IQR) | 6758.75 |
Descriptive statistics
| Standard deviation | 7107.364741 |
|---|---|
| Coefficient of variation (CV) | 1.306148604 |
| Kurtosis | 11.44394911 |
| Mean | 5441.467167 |
| Median Absolute Deviation (MAD) | 2759 |
| Skewness | 2.438494196 |
| Sum | 32648803 |
| Variance | 50514633.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 877 | 14.6% |
| 18 | 10 | 0.2% |
| 15 | 9 | 0.1% |
| 20 | 8 | 0.1% |
| 13 | 7 | 0.1% |
| 28 | 6 | 0.1% |
| 187 | 6 | 0.1% |
| 14 | 6 | 0.1% |
| 19 | 5 | 0.1% |
| 442 | 5 | 0.1% |
| Other values (4112) | 5061 |
| Value | Count | Frequency (%) |
| 0 | 877 | |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 104776 | 1 | |
| 61316 | 1 | |
| 55891 | 1 | |
| 54066 | 1 | |
| 51843 | 1 |
선입금원금_B2M
Real number (ℝ)
Zeros 
| Distinct | 273 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291.259 |
| Minimum | 0 |
|---|---|
| Maximum | 15936 |
| Zeros | 5715 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15936 |
| Range | 15936 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1350.763306 |
|---|---|
| Coefficient of variation (CV) | 4.637670617 |
| Kurtosis | 25.00692384 |
| Mean | 291.259 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.868554323 |
| Sum | 1747554 |
| Variance | 1824561.51 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5715 | |
| 5469 | 3 | 0.1% |
| 5370 | 2 | < 0.1% |
| 4931 | 2 | < 0.1% |
| 4850 | 2 | < 0.1% |
| 6556 | 2 | < 0.1% |
| 7874 | 2 | < 0.1% |
| 4638 | 2 | < 0.1% |
| 6604 | 2 | < 0.1% |
| 5495 | 2 | < 0.1% |
| Other values (263) | 266 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 5715 | |
| 3419 | 1 | < 0.1% |
| 3488 | 1 | < 0.1% |
| 3530 | 1 | < 0.1% |
| 3557 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15936 | 1 | |
| 14895 | 1 | |
| 11783 | 1 | |
| 11587 | 1 | |
| 11264 | 1 |
정상입금원금_B2M
Real number (ℝ)
Zeros 
| Distinct | 3514 |
|---|---|
| Distinct (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3819.713333 |
| Minimum | 0 |
|---|---|
| Maximum | 104776 |
| Zeros | 1601 |
| Zeros (%) | 26.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1568.5 |
| Q3 | 5222.5 |
| 95-th percentile | 15200.05 |
| Maximum | 104776 |
| Range | 104776 |
| Interquartile range (IQR) | 5222.5 |
Descriptive statistics
| Standard deviation | 5979.357596 |
|---|---|
| Coefficient of variation (CV) | 1.565394331 |
| Kurtosis | 25.13911141 |
| Mean | 3819.713333 |
| Median Absolute Deviation (MAD) | 1568.5 |
| Skewness | 3.580941675 |
| Sum | 22918280 |
| Variance | 35752717.26 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1601 | 26.7% |
| 18 | 10 | 0.2% |
| 15 | 10 | 0.2% |
| 13 | 8 | 0.1% |
| 17 | 7 | 0.1% |
| 20 | 7 | 0.1% |
| 19 | 6 | 0.1% |
| 418 | 6 | 0.1% |
| 14 | 6 | 0.1% |
| 16 | 6 | 0.1% |
| Other values (3504) | 4333 |
| Value | Count | Frequency (%) |
| 0 | 1601 | |
| 11 | 4 | 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 8 | 0.1% |
| 14 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 104776 | 1 | |
| 61316 | 1 | |
| 55891 | 1 | |
| 54066 | 1 | |
| 51843 | 1 |
연체입금원금_B2M
Real number (ℝ)
Zeros 
| Distinct | 2227 |
|---|---|
| Distinct (%) | 37.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1330.278667 |
| Minimum | 0 |
|---|---|
| Maximum | 22825 |
| Zeros | 2976 |
| Zeros (%) | 49.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15 |
| Q3 | 1374.5 |
| 95-th percentile | 7207.05 |
| Maximum | 22825 |
| Range | 22825 |
| Interquartile range (IQR) | 1374.5 |
Descriptive statistics
| Standard deviation | 2657.657718 |
|---|---|
| Coefficient of variation (CV) | 1.997820295 |
| Kurtosis | 13.0937028 |
| Mean | 1330.278667 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 3.204069529 |
| Sum | 7981672 |
| Variance | 7063144.547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2976 | |
| 509 | 6 | 0.1% |
| 266 | 6 | 0.1% |
| 207 | 6 | 0.1% |
| 710 | 5 | 0.1% |
| 218 | 5 | 0.1% |
| 441 | 5 | 0.1% |
| 311 | 5 | 0.1% |
| 344 | 5 | 0.1% |
| 180 | 5 | 0.1% |
| Other values (2217) | 2976 |
| Value | Count | Frequency (%) |
| 0 | 2976 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 3 | 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 22825 | 1 | |
| 22710 | 1 | |
| 22299 | 1 | |
| 22144 | 1 | |
| 21766 | 1 |
정상청구원금_B5M
Real number (ℝ)
Zeros 
| Distinct | 4271 |
|---|---|
| Distinct (%) | 71.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5872.825333 |
| Minimum | 0 |
|---|---|
| Maximum | 99963 |
| Zeros | 869 |
| Zeros (%) | 14.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 559.75 |
| median | 3333 |
| Q3 | 7782 |
| 95-th percentile | 21153.2 |
| Maximum | 99963 |
| Range | 99963 |
| Interquartile range (IQR) | 7222.25 |
Descriptive statistics
| Standard deviation | 7759.339467 |
|---|---|
| Coefficient of variation (CV) | 1.321227693 |
| Kurtosis | 18.53031125 |
| Mean | 5872.825333 |
| Median Absolute Deviation (MAD) | 3101 |
| Skewness | 3.104539927 |
| Sum | 35236952 |
| Variance | 60207348.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 869 | 14.5% |
| 24 | 7 | 0.1% |
| 25 | 6 | 0.1% |
| 343 | 5 | 0.1% |
| 20 | 5 | 0.1% |
| 251 | 5 | 0.1% |
| 288 | 5 | 0.1% |
| 39 | 5 | 0.1% |
| 1406 | 4 | 0.1% |
| 444 | 4 | 0.1% |
| Other values (4261) | 5085 |
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99963 | 1 | |
| 93276 | 1 | |
| 91650 | 1 | |
| 91115 | 1 | |
| 77880 | 1 |
선입금원금_B5M
Real number (ℝ)
Zeros 
| Distinct | 289 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 320.0556667 |
| Minimum | 0 |
|---|---|
| Maximum | 12981 |
| Zeros | 5701 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12981 |
| Range | 12981 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1433.060626 |
|---|---|
| Coefficient of variation (CV) | 4.47753555 |
| Kurtosis | 19.92363955 |
| Mean | 320.0556667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.519057615 |
| Sum | 1920334 |
| Variance | 2053662.756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5701 | |
| 6604 | 2 | < 0.1% |
| 7165 | 2 | < 0.1% |
| 5503 | 2 | < 0.1% |
| 5660 | 2 | < 0.1% |
| 6276 | 2 | < 0.1% |
| 4925 | 2 | < 0.1% |
| 5448 | 2 | < 0.1% |
| 6421 | 2 | < 0.1% |
| 5701 | 2 | < 0.1% |
| Other values (279) | 281 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 5701 | |
| 3613 | 1 | < 0.1% |
| 3787 | 1 | < 0.1% |
| 3977 | 1 | < 0.1% |
| 3995 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12981 | 1 | |
| 11587 | 1 | |
| 11247 | 1 | |
| 10796 | 1 | |
| 10340 | 1 |
정상입금원금_B5M
Real number (ℝ)
Zeros 
| Distinct | 3467 |
|---|---|
| Distinct (%) | 57.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4018.416667 |
| Minimum | 0 |
|---|---|
| Maximum | 99963 |
| Zeros | 1792 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1453.5 |
| Q3 | 5081.5 |
| 95-th percentile | 16826.9 |
| Maximum | 99963 |
| Range | 99963 |
| Interquartile range (IQR) | 5081.5 |
Descriptive statistics
| Standard deviation | 7005.477415 |
|---|---|
| Coefficient of variation (CV) | 1.743342713 |
| Kurtosis | 32.09060325 |
| Mean | 4018.416667 |
| Median Absolute Deviation (MAD) | 1453.5 |
| Skewness | 4.344918121 |
| Sum | 24110500 |
| Variance | 49076713.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1792 | |
| 24 | 7 | 0.1% |
| 25 | 6 | 0.1% |
| 447 | 5 | 0.1% |
| 22 | 5 | 0.1% |
| 726 | 5 | 0.1% |
| 39 | 4 | 0.1% |
| 1549 | 4 | 0.1% |
| 444 | 4 | 0.1% |
| 36 | 4 | 0.1% |
| Other values (3457) | 4164 |
| Value | Count | Frequency (%) |
| 0 | 1792 | |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99963 | 1 | |
| 93276 | 1 | |
| 91650 | 1 | |
| 91115 | 1 | |
| 77880 | 1 |
연체입금원금_B5M
Real number (ℝ)
Zeros 
| Distinct | 2488 |
|---|---|
| Distinct (%) | 41.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1534.1225 |
| Minimum | 0 |
|---|---|
| Maximum | 25110 |
| Zeros | 2663 |
| Zeros (%) | 44.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 268 |
| Q3 | 1878.75 |
| 95-th percentile | 7074.1 |
| Maximum | 25110 |
| Range | 25110 |
| Interquartile range (IQR) | 1878.75 |
Descriptive statistics
| Standard deviation | 2690.736709 |
|---|---|
| Coefficient of variation (CV) | 1.753925589 |
| Kurtosis | 11.4751412 |
| Mean | 1534.1225 |
| Median Absolute Deviation (MAD) | 268 |
| Skewness | 2.92940854 |
| Sum | 9204735 |
| Variance | 7240064.035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2663 | |
| 223 | 5 | 0.1% |
| 386 | 5 | 0.1% |
| 281 | 5 | 0.1% |
| 681 | 5 | 0.1% |
| 20 | 5 | 0.1% |
| 235 | 5 | 0.1% |
| 68 | 5 | 0.1% |
| 694 | 5 | 0.1% |
| 268 | 5 | 0.1% |
| Other values (2478) | 3292 |
| Value | Count | Frequency (%) |
| 0 | 2663 | |
| 1 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 25110 | 1 | |
| 23558 | 1 | |
| 22299 | 1 | |
| 21903 | 1 | |
| 21660 | 1 |
건수_할부전환_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.059 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 5950 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6645243402 |
|---|---|
| Coefficient of variation (CV) | 11.26312441 |
| Kurtosis | 146.0862413 |
| Mean | 0.059 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.8602735 |
| Sum | 354 |
| Variance | 0.4415925988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5950 | |
| 6 | 25 | 0.4% |
| 9 | 10 | 0.2% |
| 10 | 7 | 0.1% |
| 5 | 4 | 0.1% |
| 4 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5950 | |
| 4 | 2 | < 0.1% |
| 5 | 4 | 0.1% |
| 6 | 25 | 0.4% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 7 | 0.1% |
| 9 | 10 | 0.2% |
| 8 | 2 | < 0.1% |
| 6 | 25 | |
| 5 | 4 | 0.1% |
건수_할부전환_R3M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03316666667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5957 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3925459476 |
|---|---|
| Coefficient of variation (CV) | 11.83555621 |
| Kurtosis | 140.3115542 |
| Mean | 0.03316666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.87269935 |
| Sum | 199 |
| Variance | 0.1540923209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5957 | |
| 5 | 27 | 0.4% |
| 4 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5957 | |
| 4 | 16 | 0.3% |
| 5 | 27 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 27 | 0.4% |
| 4 | 16 | 0.3% |
| 0 | 5957 |
금액_할부전환_R6M
Real number (ℝ)
Zeros 
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.51233333 |
| Minimum | 0 |
|---|---|
| Maximum | 10693 |
| Zeros | 5949 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10693 |
| Range | 10693 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 715.5850291 |
|---|---|
| Coefficient of variation (CV) | 11.09222054 |
| Kurtosis | 137.2175991 |
| Mean | 64.51233333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.55295356 |
| Sum | 387074 |
| Variance | 512061.9338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5949 | |
| 7518 | 2 | < 0.1% |
| 9636 | 1 | < 0.1% |
| 9515 | 1 | < 0.1% |
| 4863 | 1 | < 0.1% |
| 10036 | 1 | < 0.1% |
| 10251 | 1 | < 0.1% |
| 9326 | 1 | < 0.1% |
| 10097 | 1 | < 0.1% |
| 5198 | 1 | < 0.1% |
| Other values (41) | 41 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 5949 | |
| 4641 | 1 | < 0.1% |
| 4808 | 1 | < 0.1% |
| 4863 | 1 | < 0.1% |
| 5198 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10693 | 1 | |
| 10251 | 1 | |
| 10148 | 1 | |
| 10097 | 1 | |
| 10075 | 1 |
금액_할부전환_R3M
Real number (ℝ)
Zeros 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.256 |
| Minimum | 0 |
|---|---|
| Maximum | 5743 |
| Zeros | 5955 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5743 |
| Range | 5743 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 418.0989009 |
|---|---|
| Coefficient of variation (CV) | 11.53185406 |
| Kurtosis | 130.9125012 |
| Mean | 36.256 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.50043016 |
| Sum | 217536 |
| Variance | 174806.6909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5955 | |
| 4641 | 1 | < 0.1% |
| 5280 | 1 | < 0.1% |
| 4510 | 1 | < 0.1% |
| 5245 | 1 | < 0.1% |
| 5198 | 1 | < 0.1% |
| 4952 | 1 | < 0.1% |
| 4992 | 1 | < 0.1% |
| 5257 | 1 | < 0.1% |
| 4158 | 1 | < 0.1% |
| Other values (36) | 36 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 5955 | |
| 3965 | 1 | < 0.1% |
| 4124 | 1 | < 0.1% |
| 4158 | 1 | < 0.1% |
| 4324 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5743 | 1 | |
| 5343 | 1 | |
| 5280 | 1 | |
| 5257 | 1 | |
| 5245 | 1 |
연속무실적개월수_기본_24M_카드
Real number (ℝ)
Zeros 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.973333333 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 4807 |
| Zeros (%) | 80.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 12 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.674640549 |
|---|---|
| Coefficient of variation (CV) | 2.368905684 |
| Kurtosis | 8.116023716 |
| Mean | 1.973333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.774966726 |
| Sum | 11840 |
| Variance | 21.85226427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4807 | |
| 5 | 129 | 2.1% |
| 24 | 112 | 1.9% |
| 8 | 104 | 1.7% |
| 9 | 103 | 1.7% |
| 13 | 102 | 1.7% |
| 4 | 93 | 1.6% |
| 12 | 92 | 1.5% |
| 7 | 89 | 1.5% |
| 11 | 84 | 1.4% |
| Other values (7) | 285 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 4807 | |
| 1 | 2 | < 0.1% |
| 2 | 15 | 0.2% |
| 3 | 45 | 0.8% |
| 4 | 93 | 1.6% |
| Value | Count | Frequency (%) |
| 24 | 112 | |
| 15 | 14 | 0.2% |
| 14 | 56 | |
| 13 | 102 | |
| 12 | 92 |
연속유실적개월수_기본_24M_카드
Real number (ℝ)
Zeros 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.70933333 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 1400 |
| Zeros (%) | 23.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 13 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 9.809190398 |
|---|---|
| Coefficient of variation (CV) | 0.7718099872 |
| Kurtosis | -1.640756432 |
| Mean | 12.70933333 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.06613844828 |
| Sum | 76256 |
| Variance | 96.22021626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 2050 | |
| 0 | 1400 | |
| 17 | 741 | 12.3% |
| 8 | 635 | 10.6% |
| 5 | 471 | 7.8% |
| 13 | 119 | 2.0% |
| 2 | 117 | 1.9% |
| 12 | 115 | 1.9% |
| 20 | 66 | 1.1% |
| 4 | 61 | 1.0% |
| Other values (7) | 225 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 1400 | |
| 1 | 59 | 1.0% |
| 2 | 117 | 1.9% |
| 4 | 61 | 1.0% |
| 5 | 471 | 7.8% |
| Value | Count | Frequency (%) |
| 24 | 2050 | |
| 21 | 50 | 0.8% |
| 20 | 66 | 1.1% |
| 18 | 1 | < 0.1% |
| 17 | 741 | 12.3% |
신청건수_ATM_CA_B0
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.045 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5906 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3591608267 |
|---|---|
| Coefficient of variation (CV) | 7.981351704 |
| Kurtosis | 61.45305769 |
| Mean | 0.045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.936049783 |
| Sum | 270 |
| Variance | 0.1289964994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 3 | 82 | 1.4% |
| 2 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 2 | 12 | 0.2% |
| 3 | 82 | 1.4% |
| Value | Count | Frequency (%) |
| 3 | 82 | 1.4% |
| 2 | 12 | 0.2% |
| 0 | 5906 |
신청건수_ATM_CA_R6M
Real number (ℝ)
Zeros 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4228333333 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 5662 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.954827067 |
|---|---|
| Coefficient of variation (CV) | 4.623162162 |
| Kurtosis | 30.49068974 |
| Mean | 0.4228333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.33134766 |
| Sum | 2537 |
| Variance | 3.821348864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5662 | |
| 4 | 75 | 1.2% |
| 5 | 52 | 0.9% |
| 11 | 31 | 0.5% |
| 12 | 24 | 0.4% |
| 10 | 22 | 0.4% |
| 3 | 21 | 0.4% |
| 8 | 19 | 0.3% |
| 6 | 19 | 0.3% |
| 7 | 18 | 0.3% |
| Other values (6) | 57 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 5662 | |
| 2 | 6 | 0.1% |
| 3 | 21 | 0.4% |
| 4 | 75 | 1.2% |
| 5 | 52 | 0.9% |
| Value | Count | Frequency (%) |
| 18 | 9 | 0.1% |
| 15 | 5 | 0.1% |
| 14 | 11 | |
| 13 | 9 | 0.1% |
| 12 | 24 |
승인거절건수_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5995 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05771577549 |
|---|---|
| Coefficient of variation (CV) | 34.6294653 |
| Kurtosis | 1195.998267 |
| Mean | 0.001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.60635203 |
| Sum | 10 |
| Variance | 0.003331110741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 2 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 2 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 5 | 0.1% |
| 0 | 5995 |
승인거절건수_한도초과_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5995 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05771577549 |
|---|---|
| Coefficient of variation (CV) | 34.6294653 |
| Kurtosis | 1195.998267 |
| Mean | 0.001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.60635203 |
| Sum | 10 |
| Variance | 0.003331110741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 2 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 2 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 5 | 0.1% |
| 0 | 5995 |
승인거절건수_R3M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1068333333 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 5769 |
| Zeros (%) | 96.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.565219619 |
|---|---|
| Coefficient of variation (CV) | 5.290667261 |
| Kurtosis | 38.30159922 |
| Mean | 0.1068333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.863401416 |
| Sum | 641 |
| Variance | 0.3194732178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5769 | |
| 3 | 111 | 1.8% |
| 2 | 89 | 1.5% |
| 4 | 13 | 0.2% |
| 5 | 7 | 0.1% |
| 1 | 5 | 0.1% |
| 6 | 4 | 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5769 | |
| 1 | 5 | 0.1% |
| 2 | 89 | 1.5% |
| 3 | 111 | 1.8% |
| 4 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 4 | 0.1% |
| 5 | 7 | 0.1% |
| 4 | 13 | 0.2% |
| 3 | 111 |
승인거절건수_한도초과_R3M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0635 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5874 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4379875061 |
|---|---|
| Coefficient of variation (CV) | 6.897441041 |
| Kurtosis | 49.72731587 |
| Mean | 0.0635 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.986383579 |
| Sum | 381 |
| Variance | 0.1918330555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5874 | |
| 3 | 119 | 2.0% |
| 2 | 4 | 0.1% |
| 6 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5874 | |
| 2 | 4 | 0.1% |
| 3 | 119 | 2.0% |
| 4 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 119 | 2.0% |
| 2 | 4 | 0.1% |
| 0 | 5874 |
승인거절건수_BL_R3M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01133333333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5982 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2078751811 |
|---|---|
| Coefficient of variation (CV) | 18.34192774 |
| Kurtosis | 342.1694843 |
| Mean | 0.01133333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.47389795 |
| Sum | 68 |
| Variance | 0.0432120909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5982 | |
| 4 | 14 | 0.2% |
| 3 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5982 | |
| 3 | 4 | 0.1% |
| 4 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 4 | 14 | 0.2% |
| 3 | 4 | 0.1% |
| 0 | 5982 |
승인거절건수_기타_R3M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.032 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5901 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2489705425 |
|---|---|
| Coefficient of variation (CV) | 7.780329455 |
| Kurtosis | 57.81001573 |
| Mean | 0.032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.715858156 |
| Sum | 192 |
| Variance | 0.06198633106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5901 | |
| 2 | 93 | 1.6% |
| 1 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5901 | |
| 1 | 6 | 0.1% |
| 2 | 93 | 1.6% |
| Value | Count | Frequency (%) |
| 2 | 93 | 1.6% |
| 1 | 6 | 0.1% |
| 0 | 5901 |
이용금액대
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6595 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 909 |
| Zeros (%) | 15.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.747207831 |
|---|---|
| Coefficient of variation (CV) | 0.6569685397 |
| Kurtosis | -1.350813705 |
| Mean | 2.6595 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1446556244 |
| Sum | 15957 |
| Variance | 3.052735206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1232 | |
| 5 | 1143 | |
| 1 | 1095 | |
| 3 | 977 | |
| 0 | 909 | |
| 2 | 644 |
| Value | Count | Frequency (%) |
| 0 | 909 | |
| 1 | 1095 | |
| 2 | 644 | |
| 3 | 977 | |
| 4 | 1232 |
| Value | Count | Frequency (%) |
| 5 | 1143 | |
| 4 | 1232 | |
| 3 | 977 | |
| 2 | 644 | |
| 1 | 1095 |
대표결제일
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.0955 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 12 |
| median | 20 |
| Q3 | 25 |
| 95-th percentile | 27 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.738789437 |
|---|---|
| Coefficient of variation (CV) | 0.5111748376 |
| Kurtosis | -0.9192155764 |
| Mean | 17.0955 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.6207547227 |
| Sum | 102573 |
| Variance | 76.36644082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 1344 | |
| 15 | 739 | |
| 1 | 738 | |
| 27 | 735 | |
| 20 | 653 | |
| 23 | 497 | 8.3% |
| 13 | 475 | 7.9% |
| 5 | 462 | 7.7% |
| 12 | 352 | 5.9% |
| 21 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 738 | |
| 5 | 462 | |
| 12 | 352 | |
| 13 | 475 | |
| 15 | 739 |
| Value | Count | Frequency (%) |
| 27 | 735 | |
| 25 | 1344 | |
| 23 | 497 | 8.3% |
| 21 | 5 | 0.1% |
| 20 | 653 |
대표청구지고객주소구분코드
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6468333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 2743 |
| Zeros (%) | 45.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.660691096 |
|---|---|
| Coefficient of variation (CV) | 1.021424008 |
| Kurtosis | -0.7130299156 |
| Mean | 0.6468333333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5317872145 |
| Sum | 3881 |
| Variance | 0.4365127243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2743 | |
| 1 | 2633 | |
| 2 | 624 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 2743 | |
| 1 | 2633 | |
| 2 | 624 | 10.4% |
| Value | Count | Frequency (%) |
| 2 | 624 | 10.4% |
| 1 | 2633 | |
| 0 | 2743 |
대표청구서수령지구분코드
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0185 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 116 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9721018021 |
|---|---|
| Coefficient of variation (CV) | 0.3220479715 |
| Kurtosis | 1.215839345 |
| Mean | 3.0185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.272049422 |
| Sum | 18111 |
| Variance | 0.9449819137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3267 | |
| 4 | 1873 | |
| 1 | 670 | 11.2% |
| 0 | 116 | 1.9% |
| 2 | 74 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 116 | 1.9% |
| 1 | 670 | 11.2% |
| 2 | 74 | 1.2% |
| 3 | 3267 | |
| 4 | 1873 |
| Value | Count | Frequency (%) |
| 4 | 1873 | |
| 3 | 3267 | |
| 2 | 74 | 1.2% |
| 1 | 670 | 11.2% |
| 0 | 116 | 1.9% |
청구서수령방법
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0185 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 116 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9721018021 |
|---|---|
| Coefficient of variation (CV) | 0.3220479715 |
| Kurtosis | 1.215839345 |
| Mean | 3.0185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.272049422 |
| Sum | 18111 |
| Variance | 0.9449819137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3267 | |
| 4 | 1873 | |
| 1 | 670 | 11.2% |
| 0 | 116 | 1.9% |
| 2 | 74 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 116 | 1.9% |
| 1 | 670 | 11.2% |
| 2 | 74 | 1.2% |
| 3 | 3267 | |
| 4 | 1873 |
| Value | Count | Frequency (%) |
| 4 | 1873 | |
| 3 | 3267 | |
| 2 | 74 | 1.2% |
| 1 | 670 | 11.2% |
| 0 | 116 | 1.9% |
청구서발송여부_B0
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7878333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1273 |
| Zeros (%) | 21.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4088763083 |
|---|---|
| Coefficient of variation (CV) | 0.518988333 |
| Kurtosis | -0.01643413362 |
| Mean | 0.7878333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.408393218 |
| Sum | 4727 |
| Variance | 0.1671798355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4727 | |
| 0 | 1273 | 21.2% |
| Value | Count | Frequency (%) |
| 0 | 1273 | 21.2% |
| 1 | 4727 |
| Value | Count | Frequency (%) |
| 1 | 4727 | |
| 0 | 1273 | 21.2% |
청구서발송여부_R3M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8083333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1150 |
| Zeros (%) | 19.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3936449944 |
|---|---|
| Coefficient of variation (CV) | 0.4869834982 |
| Kurtosis | 0.4558843548 |
| Mean | 0.8083333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.567077696 |
| Sum | 4850 |
| Variance | 0.1549563816 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4850 | |
| 0 | 1150 | 19.2% |
| Value | Count | Frequency (%) |
| 0 | 1150 | 19.2% |
| 1 | 4850 |
| Value | Count | Frequency (%) |
| 1 | 4850 | |
| 0 | 1150 | 19.2% |
청구서발송여부_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8481666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 911 |
| Zeros (%) | 15.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3588891739 |
|---|---|
| Coefficient of variation (CV) | 0.4231352021 |
| Kurtosis | 1.767655139 |
| Mean | 0.8481666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.940893102 |
| Sum | 5089 |
| Variance | 0.1288014391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5089 | |
| 0 | 911 | 15.2% |
| Value | Count | Frequency (%) |
| 0 | 911 | 15.2% |
| 1 | 5089 |
| Value | Count | Frequency (%) |
| 1 | 5089 | |
| 0 | 911 | 15.2% |
청구금액_B0
Real number (ℝ)
Zeros 
| Distinct | 3806 |
|---|---|
| Distinct (%) | 63.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5235.892667 |
| Minimum | 0 |
|---|---|
| Maximum | 127950 |
| Zeros | 1273 |
| Zeros (%) | 21.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 159.75 |
| median | 2222 |
| Q3 | 6572 |
| 95-th percentile | 20927.55 |
| Maximum | 127950 |
| Range | 127950 |
| Interquartile range (IQR) | 6412.25 |
Descriptive statistics
| Standard deviation | 8576.70775 |
|---|---|
| Coefficient of variation (CV) | 1.638060269 |
| Kurtosis | 34.35151912 |
| Mean | 5235.892667 |
| Median Absolute Deviation (MAD) | 2222 |
| Skewness | 4.334190333 |
| Sum | 31415356 |
| Variance | 73559915.83 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1273 | 21.2% |
| 17 | 15 | 0.2% |
| 13 | 14 | 0.2% |
| 14 | 12 | 0.2% |
| 15 | 10 | 0.2% |
| 19 | 10 | 0.2% |
| 11 | 10 | 0.2% |
| 18 | 9 | 0.1% |
| 16 | 9 | 0.1% |
| 12 | 9 | 0.1% |
| Other values (3796) | 4629 |
| Value | Count | Frequency (%) |
| 0 | 1273 | |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 10 | 0.2% |
| 12 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 127950 | 1 | |
| 127211 | 1 | |
| 126301 | 1 | |
| 88031 | 1 | |
| 87989 | 1 |
청구금액_R3M
Real number (ℝ)
Zeros 
| Distinct | 4447 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16143.88133 |
| Minimum | 0 |
|---|---|
| Maximum | 342241 |
| Zeros | 1115 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 686.25 |
| median | 7010 |
| Q3 | 20805.5 |
| 95-th percentile | 65081.3 |
| Maximum | 342241 |
| Range | 342241 |
| Interquartile range (IQR) | 20119.25 |
Descriptive statistics
| Standard deviation | 25072.78431 |
|---|---|
| Coefficient of variation (CV) | 1.553082793 |
| Kurtosis | 25.11054317 |
| Mean | 16143.88133 |
| Median Absolute Deviation (MAD) | 7010 |
| Skewness | 3.732317845 |
| Sum | 96863288 |
| Variance | 628644512.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1115 | 18.6% |
| 45 | 10 | 0.2% |
| 46 | 7 | 0.1% |
| 50 | 7 | 0.1% |
| 40 | 5 | 0.1% |
| 62 | 5 | 0.1% |
| 35 | 5 | 0.1% |
| 47 | 4 | 0.1% |
| 768 | 4 | 0.1% |
| 43 | 4 | 0.1% |
| Other values (4437) | 4834 |
| Value | Count | Frequency (%) |
| 0 | 1115 | |
| 21 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 27 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 342241 | 1 | |
| 340451 | 1 | |
| 309191 | 1 | |
| 290082 | 1 | |
| 249861 | 1 |
청구금액_R6M
Real number (ℝ)
Zeros 
| Distinct | 4882 |
|---|---|
| Distinct (%) | 81.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33709.70617 |
| Minimum | 0 |
|---|---|
| Maximum | 651432 |
| Zeros | 829 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1822 |
| median | 14890 |
| Q3 | 43177.25 |
| 95-th percentile | 135601.85 |
| Maximum | 651432 |
| Range | 651432 |
| Interquartile range (IQR) | 41355.25 |
Descriptive statistics
| Standard deviation | 50348.96847 |
|---|---|
| Coefficient of variation (CV) | 1.493604489 |
| Kurtosis | 18.00364575 |
| Mean | 33709.70617 |
| Median Absolute Deviation (MAD) | 14803 |
| Skewness | 3.225375978 |
| Sum | 202258237 |
| Variance | 2535018626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 829 | 13.8% |
| 57 | 5 | 0.1% |
| 74 | 5 | 0.1% |
| 67 | 5 | 0.1% |
| 173 | 4 | 0.1% |
| 122 | 4 | 0.1% |
| 69 | 4 | 0.1% |
| 157 | 4 | 0.1% |
| 96 | 4 | 0.1% |
| 4101 | 4 | 0.1% |
| Other values (4872) | 5132 |
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 39 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 651432 | 1 | |
| 636802 | 1 | |
| 577366 | 1 | |
| 539943 | 1 | |
| 431620 | 1 |
포인트_마일리지_건별_B0M
Real number (ℝ)
Zeros 
| Distinct | 143 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.315 |
| Minimum | 0 |
|---|---|
| Maximum | 2259 |
| Zeros | 5839 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2259 |
| Range | 2259 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 224.3446074 |
|---|---|
| Coefficient of variation (CV) | 6.177739429 |
| Kurtosis | 40.60018224 |
| Mean | 36.315 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.350634874 |
| Sum | 217890 |
| Variance | 50330.50286 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5839 | |
| 1127 | 2 | < 0.1% |
| 1072 | 2 | < 0.1% |
| 1083 | 2 | < 0.1% |
| 1145 | 2 | < 0.1% |
| 1116 | 2 | < 0.1% |
| 1440 | 2 | < 0.1% |
| 1409 | 2 | < 0.1% |
| 1115 | 2 | < 0.1% |
| 1020 | 2 | < 0.1% |
| Other values (133) | 143 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 5839 | |
| 932 | 1 | < 0.1% |
| 942 | 1 | < 0.1% |
| 943 | 1 | < 0.1% |
| 962 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2259 | 1 | |
| 2193 | 1 | |
| 2142 | 1 | |
| 2139 | 1 | |
| 2025 | 1 |
포인트_마일리지_건별_R3M
Real number (ℝ)
Zeros 
| Distinct | 155 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.956 |
| Minimum | 0 |
|---|---|
| Maximum | 6350 |
| Zeros | 5838 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6350 |
| Range | 6350 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 650.4993833 |
|---|---|
| Coefficient of variation (CV) | 6.197829407 |
| Kurtosis | 41.70857196 |
| Mean | 104.956 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.421493104 |
| Sum | 629736 |
| Variance | 423149.4476 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5838 | |
| 3499 | 2 | < 0.1% |
| 3986 | 2 | < 0.1% |
| 2523 | 2 | < 0.1% |
| 3194 | 2 | < 0.1% |
| 3127 | 2 | < 0.1% |
| 3193 | 2 | < 0.1% |
| 4660 | 2 | < 0.1% |
| 4788 | 2 | < 0.1% |
| 3518 | 1 | < 0.1% |
| Other values (145) | 145 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 5838 | |
| 1904 | 1 | < 0.1% |
| 1972 | 1 | < 0.1% |
| 2136 | 1 | < 0.1% |
| 2269 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6350 | 1 | |
| 6333 | 1 | |
| 6316 | 1 | |
| 6244 | 1 | |
| 6081 | 1 |
포인트_포인트_건별_B0M
Real number (ℝ)
Zeros 
| Distinct | 689 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 310.846 |
| Minimum | 0 |
|---|---|
| Maximum | 5871 |
| Zeros | 5248 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2786.05 |
| Maximum | 5871 |
| Range | 5871 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 909.9042975 |
|---|---|
| Coefficient of variation (CV) | 2.927186766 |
| Kurtosis | 8.499794676 |
| Mean | 310.846 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.03843917 |
| Sum | 1865076 |
| Variance | 827925.8306 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5248 | |
| 3738 | 3 | 0.1% |
| 1003 | 3 | 0.1% |
| 1413 | 3 | 0.1% |
| 1169 | 3 | 0.1% |
| 2833 | 3 | 0.1% |
| 2211 | 2 | < 0.1% |
| 961 | 2 | < 0.1% |
| 2351 | 2 | < 0.1% |
| 3050 | 2 | < 0.1% |
| Other values (679) | 729 | 12.2% |
| Value | Count | Frequency (%) |
| 0 | 5248 | |
| 222 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 448 | 1 | < 0.1% |
| 467 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5871 | 1 | |
| 5456 | 1 | |
| 5449 | 1 | |
| 5410 | 1 | |
| 5284 | 1 |
포인트_포인트_건별_R3M
Real number (ℝ)
Zeros 
| Distinct | 777 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 884.5261667 |
| Minimum | 0 |
|---|---|
| Maximum | 20472 |
| Zeros | 5203 |
| Zeros (%) | 86.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7977.3 |
| Maximum | 20472 |
| Range | 20472 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2633.851752 |
|---|---|
| Coefficient of variation (CV) | 2.977697948 |
| Kurtosis | 10.32174447 |
| Mean | 884.5261667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.243461091 |
| Sum | 5307157 |
| Variance | 6937175.05 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5203 | |
| 4599 | 2 | < 0.1% |
| 3551 | 2 | < 0.1% |
| 10110 | 2 | < 0.1% |
| 4206 | 2 | < 0.1% |
| 746 | 2 | < 0.1% |
| 6097 | 2 | < 0.1% |
| 1350 | 2 | < 0.1% |
| 9476 | 2 | < 0.1% |
| 1082 | 2 | < 0.1% |
| Other values (767) | 779 | 13.0% |
| Value | Count | Frequency (%) |
| 0 | 5203 | |
| 335 | 1 | < 0.1% |
| 372 | 1 | < 0.1% |
| 411 | 1 | < 0.1% |
| 450 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20472 | 1 | |
| 19708 | 1 | |
| 18669 | 1 | |
| 16760 | 1 | |
| 16088 | 1 |
포인트_마일리지_월적립_B0M
Real number (ℝ)
Zeros 
| Distinct | 119 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.114 |
| Minimum | 0 |
|---|---|
| Maximum | 1008 |
| Zeros | 5848 |
| Zeros (%) | 97.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1008 |
| Range | 1008 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 107.5717696 |
|---|---|
| Coefficient of variation (CV) | 6.285600655 |
| Kurtosis | 39.09851093 |
| Mean | 17.114 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.309161294 |
| Sum | 102684 |
| Variance | 11571.68562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5848 | |
| 616 | 3 | 0.1% |
| 601 | 3 | 0.1% |
| 681 | 3 | 0.1% |
| 669 | 3 | 0.1% |
| 594 | 3 | 0.1% |
| 617 | 3 | 0.1% |
| 597 | 3 | 0.1% |
| 748 | 2 | < 0.1% |
| 553 | 2 | < 0.1% |
| Other values (109) | 127 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 5848 | |
| 422 | 1 | < 0.1% |
| 464 | 1 | < 0.1% |
| 475 | 1 | < 0.1% |
| 511 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1008 | 1 | |
| 994 | 1 | |
| 980 | 1 | |
| 917 | 1 | |
| 911 | 1 |
포인트_마일리지_월적립_R3M
Real number (ℝ)
Zeros 
| Distinct | 144 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.31383333 |
| Minimum | 0 |
|---|---|
| Maximum | 3129 |
| Zeros | 5845 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3129 |
| Range | 3129 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 326.0654123 |
|---|---|
| Coefficient of variation (CV) | 6.23287172 |
| Kurtosis | 38.62895769 |
| Mean | 52.31383333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.267218063 |
| Sum | 313883 |
| Variance | 106318.6531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5845 | |
| 1810 | 3 | 0.1% |
| 2242 | 2 | < 0.1% |
| 1785 | 2 | < 0.1% |
| 1803 | 2 | < 0.1% |
| 1737 | 2 | < 0.1% |
| 1906 | 2 | < 0.1% |
| 1927 | 2 | < 0.1% |
| 1764 | 2 | < 0.1% |
| 1757 | 2 | < 0.1% |
| Other values (134) | 136 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 5845 | |
| 722 | 1 | < 0.1% |
| 1425 | 1 | < 0.1% |
| 1627 | 1 | < 0.1% |
| 1631 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3129 | 1 | |
| 2893 | 1 | |
| 2807 | 1 | |
| 2794 | 1 | |
| 2751 | 1 |
포인트_포인트_월적립_B0M
Real number (ℝ)
Zeros 
| Distinct | 129 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 257.9441667 |
| Minimum | 0 |
|---|---|
| Maximum | 19681 |
| Zeros | 5858 |
| Zeros (%) | 97.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 19681 |
| Range | 19681 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1964.36523 |
|---|---|
| Coefficient of variation (CV) | 7.61546677 |
| Kurtosis | 76.37610989 |
| Mean | 257.9441667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.653879688 |
| Sum | 1547665 |
| Variance | 3858730.756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5858 | |
| 5001 | 4 | 0.1% |
| 5002 | 3 | 0.1% |
| 4461 | 2 | < 0.1% |
| 4999 | 2 | < 0.1% |
| 4460 | 2 | < 0.1% |
| 5004 | 2 | < 0.1% |
| 18382 | 2 | < 0.1% |
| 18229 | 2 | < 0.1% |
| 4541 | 2 | < 0.1% |
| Other values (119) | 121 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 5858 | |
| 4160 | 1 | < 0.1% |
| 4264 | 1 | < 0.1% |
| 4266 | 1 | < 0.1% |
| 4288 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19681 | 1 | |
| 19334 | 1 | |
| 19174 | 1 | |
| 19148 | 1 | |
| 19063 | 1 |
포인트_포인트_월적립_R3M
Real number (ℝ)
Zeros 
| Distinct | 315 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 789.2028333 |
| Minimum | 0 |
|---|---|
| Maximum | 57798 |
| Zeros | 5664 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4665.2 |
| Maximum | 57798 |
| Range | 57798 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4351.39757 |
|---|---|
| Coefficient of variation (CV) | 5.51366187 |
| Kurtosis | 81.39394458 |
| Mean | 789.2028333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.194683916 |
| Sum | 4735217 |
| Variance | 18934660.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5664 | |
| 5002 | 4 | 0.1% |
| 18382 | 3 | 0.1% |
| 5000 | 3 | 0.1% |
| 5004 | 3 | 0.1% |
| 5001 | 2 | < 0.1% |
| 14198 | 2 | < 0.1% |
| 18293 | 2 | < 0.1% |
| 4378 | 2 | < 0.1% |
| 18385 | 2 | < 0.1% |
| Other values (305) | 313 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 5664 | |
| 2086 | 1 | < 0.1% |
| 2423 | 1 | < 0.1% |
| 2469 | 1 | < 0.1% |
| 2548 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 57798 | 1 | |
| 57604 | 1 | |
| 57117 | 1 | |
| 56897 | 1 | |
| 56185 | 1 |
포인트_적립포인트_R12M
Real number (ℝ)
Zeros 
| Distinct | 1378 |
|---|---|
| Distinct (%) | 23.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3834.9075 |
| Minimum | 0 |
|---|---|
| Maximum | 178426 |
| Zeros | 4559 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 25792.5 |
| Maximum | 178426 |
| Range | 178426 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 13126.29613 |
|---|---|
| Coefficient of variation (CV) | 3.422845565 |
| Kurtosis | 38.66091637 |
| Mean | 3834.9075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.473048108 |
| Sum | 23009445 |
| Variance | 172299650 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4559 | |
| 2523 | 3 | 0.1% |
| 5614 | 3 | 0.1% |
| 1127 | 3 | 0.1% |
| 2805 | 3 | 0.1% |
| 5409 | 2 | < 0.1% |
| 1619 | 2 | < 0.1% |
| 766 | 2 | < 0.1% |
| 5293 | 2 | < 0.1% |
| 2010 | 2 | < 0.1% |
| Other values (1368) | 1419 | 23.6% |
| Value | Count | Frequency (%) |
| 0 | 4559 | |
| 410 | 1 | < 0.1% |
| 489 | 1 | < 0.1% |
| 510 | 1 | < 0.1% |
| 518 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178426 | 1 | |
| 176596 | 1 | |
| 157811 | 1 | |
| 144873 | 1 | |
| 135348 | 1 |
포인트_적립포인트_R3M
Real number (ℝ)
Zeros 
| Distinct | 1174 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1663.240167 |
| Minimum | 0 |
|---|---|
| Maximum | 44179 |
| Zeros | 4796 |
| Zeros (%) | 79.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10794.6 |
| Maximum | 44179 |
| Range | 44179 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4602.374159 |
|---|---|
| Coefficient of variation (CV) | 2.767113404 |
| Kurtosis | 16.76192206 |
| Mean | 1663.240167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.795173691 |
| Sum | 9979441 |
| Variance | 21181847.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4796 | |
| 4285 | 2 | < 0.1% |
| 5066 | 2 | < 0.1% |
| 5388 | 2 | < 0.1% |
| 4864 | 2 | < 0.1% |
| 5595 | 2 | < 0.1% |
| 5695 | 2 | < 0.1% |
| 4206 | 2 | < 0.1% |
| 961 | 2 | < 0.1% |
| 14198 | 2 | < 0.1% |
| Other values (1164) | 1186 | 19.8% |
| Value | Count | Frequency (%) |
| 0 | 4796 | |
| 33 | 1 | < 0.1% |
| 254 | 1 | < 0.1% |
| 274 | 1 | < 0.1% |
| 335 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44179 | 1 | |
| 37518 | 1 | |
| 36265 | 1 | |
| 35002 | 1 | |
| 34983 | 1 |
포인트_이용포인트_R12M
Real number (ℝ)
Zeros 
| Distinct | 1962 |
|---|---|
| Distinct (%) | 32.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14883.484 |
| Minimum | 0 |
|---|---|
| Maximum | 1737161 |
| Zeros | 3914 |
| Zeros (%) | 65.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2867 |
| 95-th percentile | 71825.95 |
| Maximum | 1737161 |
| Range | 1737161 |
| Interquartile range (IQR) | 2867 |
Descriptive statistics
| Standard deviation | 66478.90915 |
|---|---|
| Coefficient of variation (CV) | 4.466622811 |
| Kurtosis | 158.9015925 |
| Mean | 14883.484 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.08539621 |
| Sum | 89300904 |
| Variance | 4419445361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3914 | |
| 1847 | 4 | 0.1% |
| 2798 | 3 | 0.1% |
| 2514 | 3 | 0.1% |
| 2143 | 3 | 0.1% |
| 1374 | 3 | 0.1% |
| 2342 | 3 | 0.1% |
| 1761 | 3 | 0.1% |
| 2278 | 3 | 0.1% |
| 1314 | 3 | 0.1% |
| Other values (1952) | 2058 |
| Value | Count | Frequency (%) |
| 0 | 3914 | |
| 264 | 1 | < 0.1% |
| 285 | 1 | < 0.1% |
| 421 | 1 | < 0.1% |
| 446 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1737161 | 1 | |
| 1312558 | 1 | |
| 1232390 | 1 | |
| 1034907 | 1 | |
| 858148 | 1 |
포인트_이용포인트_R3M
Real number (ℝ)
Zeros 
| Distinct | 1393 |
|---|---|
| Distinct (%) | 23.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2674.844167 |
| Minimum | 0 |
|---|---|
| Maximum | 144183 |
| Zeros | 4547 |
| Zeros (%) | 75.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 16187.2 |
| Maximum | 144183 |
| Range | 144183 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8891.175237 |
|---|---|
| Coefficient of variation (CV) | 3.323997468 |
| Kurtosis | 43.70356266 |
| Mean | 2674.844167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.681754825 |
| Sum | 16049065 |
| Variance | 79052997.09 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4547 | |
| 3554 | 3 | 0.1% |
| 2221 | 3 | 0.1% |
| 18413 | 2 | < 0.1% |
| 1024 | 2 | < 0.1% |
| 1526 | 2 | < 0.1% |
| 1999 | 2 | < 0.1% |
| 3056 | 2 | < 0.1% |
| 1126 | 2 | < 0.1% |
| 502 | 2 | < 0.1% |
| Other values (1383) | 1433 | 23.9% |
| Value | Count | Frequency (%) |
| 0 | 4547 | |
| 194 | 1 | < 0.1% |
| 205 | 1 | < 0.1% |
| 210 | 1 | < 0.1% |
| 226 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 144183 | 1 | |
| 121644 | 1 | |
| 100840 | 1 | |
| 94636 | 1 | |
| 92177 | 1 |
마일_적립포인트_R12M
Real number (ℝ)
Zeros 
| Distinct | 193 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.0561667 |
| Minimum | 0 |
|---|---|
| Maximum | 47241 |
| Zeros | 5808 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 47241 |
| Range | 47241 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2809.129743 |
|---|---|
| Coefficient of variation (CV) | 6.35468964 |
| Kurtosis | 71.13459026 |
| Mean | 442.0561667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.751963182 |
| Sum | 2652337 |
| Variance | 7891209.912 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5808 | |
| 12945 | 1 | < 0.1% |
| 16754 | 1 | < 0.1% |
| 3834 | 1 | < 0.1% |
| 16307 | 1 | < 0.1% |
| 14281 | 1 | < 0.1% |
| 7059 | 1 | < 0.1% |
| 13725 | 1 | < 0.1% |
| 2989 | 1 | < 0.1% |
| 11668 | 1 | < 0.1% |
| Other values (183) | 183 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 5808 | |
| 2670 | 1 | < 0.1% |
| 2718 | 1 | < 0.1% |
| 2720 | 1 | < 0.1% |
| 2989 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 47241 | 1 | |
| 44923 | 1 | |
| 38181 | 1 | |
| 32928 | 1 | |
| 32376 | 1 |
마일_적립포인트_R3M
Real number (ℝ)
Zeros 
| Distinct | 296 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.9865 |
| Minimum | 0 |
|---|---|
| Maximum | 9350 |
| Zeros | 5688 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1617.5 |
| Maximum | 9350 |
| Range | 9350 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 728.2351777 |
|---|---|
| Coefficient of variation (CV) | 4.729214429 |
| Kurtosis | 37.03962202 |
| Mean | 153.9865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.650229682 |
| Sum | 923919 |
| Variance | 530326.4741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5688 | |
| 1708 | 2 | < 0.1% |
| 1791 | 2 | < 0.1% |
| 2010 | 2 | < 0.1% |
| 2800 | 2 | < 0.1% |
| 3018 | 2 | < 0.1% |
| 2424 | 2 | < 0.1% |
| 1764 | 2 | < 0.1% |
| 2523 | 2 | < 0.1% |
| 1970 | 2 | < 0.1% |
| Other values (286) | 294 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 5688 | |
| 1423 | 1 | < 0.1% |
| 1517 | 1 | < 0.1% |
| 1536 | 1 | < 0.1% |
| 1567 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9350 | 1 | |
| 8147 | 1 | |
| 8019 | 1 | |
| 7593 | 1 | |
| 7365 | 1 |
마일_이용포인트_R12M
Real number (ℝ)
Zeros 
| Distinct | 175 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 492.3298333 |
| Minimum | 0 |
|---|---|
| Maximum | 34344 |
| Zeros | 5826 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 34344 |
| Range | 34344 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2950.243111 |
|---|---|
| Coefficient of variation (CV) | 5.992411817 |
| Kurtosis | 40.88699785 |
| Mean | 492.3298333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.290307114 |
| Sum | 2953979 |
| Variance | 8703934.413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5826 | |
| 19547 | 1 | < 0.1% |
| 16771 | 1 | < 0.1% |
| 12461 | 1 | < 0.1% |
| 13422 | 1 | < 0.1% |
| 13603 | 1 | < 0.1% |
| 11860 | 1 | < 0.1% |
| 17128 | 1 | < 0.1% |
| 22138 | 1 | < 0.1% |
| 12270 | 1 | < 0.1% |
| Other values (165) | 165 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 5826 | |
| 10697 | 1 | < 0.1% |
| 10940 | 1 | < 0.1% |
| 11073 | 1 | < 0.1% |
| 11305 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 34344 | 1 | |
| 31800 | 1 | |
| 30861 | 1 | |
| 28025 | 1 | |
| 27792 | 1 |
마일_이용포인트_R3M
Real number (ℝ)
Zeros 
| Distinct | 160 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.5051667 |
| Minimum | 0 |
|---|---|
| Maximum | 6549 |
| Zeros | 5837 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6549 |
| Range | 6549 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 618.9752373 |
|---|---|
| Coefficient of variation (CV) | 6.158640971 |
| Kurtosis | 41.15715034 |
| Mean | 100.5051667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.371156596 |
| Sum | 603031 |
| Variance | 383130.3444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5837 | |
| 3215 | 2 | < 0.1% |
| 3923 | 2 | < 0.1% |
| 4308 | 2 | < 0.1% |
| 3653 | 2 | < 0.1% |
| 3331 | 1 | < 0.1% |
| 4365 | 1 | < 0.1% |
| 3128 | 1 | < 0.1% |
| 3010 | 1 | < 0.1% |
| 2556 | 1 | < 0.1% |
| Other values (150) | 150 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 5837 | |
| 2374 | 1 | < 0.1% |
| 2396 | 1 | < 0.1% |
| 2488 | 1 | < 0.1% |
| 2556 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6549 | 1 | |
| 6524 | 1 | |
| 6254 | 1 | |
| 5637 | 1 | |
| 5476 | 1 |
마일_잔여포인트_B0M
Real number (ℝ)
Zeros 
| Distinct | 130 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.03733333 |
| Minimum | 0 |
|---|---|
| Maximum | 1041 |
| Zeros | 5831 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1041 |
| Range | 1041 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 107.6570912 |
|---|---|
| Coefficient of variation (CV) | 5.968570253 |
| Kurtosis | 35.74224405 |
| Mean | 18.03733333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.018537941 |
| Sum | 108224 |
| Variance | 11590.04928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5831 | |
| 601 | 3 | 0.1% |
| 587 | 3 | 0.1% |
| 560 | 3 | 0.1% |
| 631 | 3 | 0.1% |
| 531 | 3 | 0.1% |
| 534 | 3 | 0.1% |
| 537 | 3 | 0.1% |
| 527 | 3 | 0.1% |
| 745 | 2 | < 0.1% |
| Other values (120) | 143 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 5831 | |
| 464 | 1 | < 0.1% |
| 476 | 1 | < 0.1% |
| 481 | 1 | < 0.1% |
| 493 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1041 | 1 | |
| 990 | 1 | |
| 977 | 1 | |
| 973 | 1 | |
| 884 | 1 |
할인건수_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9611666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 421 |
| Zeros (%) | 7.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3346799078 |
|---|---|
| Coefficient of variation (CV) | 0.3482017421 |
| Kurtosis | 11.84718327 |
| Mean | 0.9611666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2741546784 |
| Sum | 5767 |
| Variance | 0.1120106407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5427 | |
| 0 | 421 | 7.0% |
| 2 | 116 | 1.9% |
| 3 | 36 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 421 | 7.0% |
| 1 | 5427 | |
| 2 | 116 | 1.9% |
| 3 | 36 | 0.6% |
| Value | Count | Frequency (%) |
| 3 | 36 | 0.6% |
| 2 | 116 | 1.9% |
| 1 | 5427 | |
| 0 | 421 | 7.0% |
할인금액_R3M
Real number (ℝ)
Zeros 
| Distinct | 379 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.96283333 |
| Minimum | 0 |
|---|---|
| Maximum | 1014 |
| Zeros | 4460 |
| Zeros (%) | 74.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 10 |
| 95-th percentile | 451.25 |
| Maximum | 1014 |
| Range | 1014 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 169.804685 |
|---|---|
| Coefficient of variation (CV) | 2.535804962 |
| Kurtosis | 9.864446142 |
| Mean | 66.96283333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.082186741 |
| Sum | 401777 |
| Variance | 28833.63106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4460 | |
| 27 | 109 | 1.8% |
| 150 | 95 | 1.6% |
| 149 | 71 | 1.2% |
| 26 | 65 | 1.1% |
| 510 | 53 | 0.9% |
| 11 | 40 | 0.7% |
| 12 | 40 | 0.7% |
| 2 | 34 | 0.6% |
| 99 | 26 | 0.4% |
| Other values (369) | 1007 | 16.8% |
| Value | Count | Frequency (%) |
| 0 | 4460 | |
| 2 | 34 | 0.6% |
| 3 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1014 | 1 | |
| 1011 | 1 | |
| 994 | 1 | |
| 992 | 1 | |
| 990 | 1 |
할인건수_B0M
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9926666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 44 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08532742242 |
|---|---|
| Coefficient of variation (CV) | 0.08595777947 |
| Kurtosis | 131.4815661 |
| Mean | 0.9926666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -11.5515254 |
| Sum | 5956 |
| Variance | 0.007280769017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5956 | |
| 0 | 44 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 44 | 0.7% |
| 1 | 5956 |
| Value | Count | Frequency (%) |
| 1 | 5956 | |
| 0 | 44 | 0.7% |
할인금액_B0M
Real number (ℝ)
Zeros 
| Distinct | 155 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.369 |
| Minimum | 0 |
|---|---|
| Maximum | 348 |
| Zeros | 4710 |
| Zeros (%) | 78.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 136 |
| Maximum | 348 |
| Range | 348 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.96175592 |
|---|---|
| Coefficient of variation (CV) | 2.618828954 |
| Kurtosis | 9.98393527 |
| Mean | 21.369 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.099531614 |
| Sum | 128214 |
| Variance | 3131.718125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4710 | |
| 50 | 129 | 2.1% |
| 9 | 115 | 1.9% |
| 170 | 114 | 1.9% |
| 49 | 57 | 0.9% |
| 8 | 56 | 0.9% |
| 13 | 54 | 0.9% |
| 14 | 47 | 0.8% |
| 12 | 38 | 0.6% |
| 15 | 32 | 0.5% |
| Other values (145) | 648 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 4710 | |
| 2 | 5 | 0.1% |
| 3 | 8 | 0.1% |
| 8 | 56 | 0.9% |
| 9 | 115 | 1.9% |
| Value | Count | Frequency (%) |
| 348 | 1 | |
| 347 | 1 | |
| 342 | 1 | |
| 339 | 1 | |
| 336 | 1 |
할인금액_청구서_R3M
Real number (ℝ)
Zeros 
| Distinct | 493 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.1391667 |
| Minimum | 0 |
|---|---|
| Maximum | 1460 |
| Zeros | 3997 |
| Zeros (%) | 66.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 50 |
| 95-th percentile | 532.05 |
| Maximum | 1460 |
| Range | 1460 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 226.3936685 |
|---|---|
| Coefficient of variation (CV) | 2.153276231 |
| Kurtosis | 8.48128785 |
| Mean | 105.1391667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.743358512 |
| Sum | 630835 |
| Variance | 51254.09315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3997 | |
| 150 | 126 | 2.1% |
| 27 | 124 | 2.1% |
| 26 | 60 | 1.0% |
| 149 | 44 | 0.7% |
| 14 | 39 | 0.7% |
| 3 | 33 | 0.5% |
| 15 | 30 | 0.5% |
| 101 | 25 | 0.4% |
| 100 | 24 | 0.4% |
| Other values (483) | 1498 | 25.0% |
| Value | Count | Frequency (%) |
| 0 | 3997 | |
| 2 | 20 | 0.3% |
| 3 | 33 | 0.5% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1460 | 1 | |
| 1441 | 1 | |
| 1379 | 1 | |
| 1370 | 1 | |
| 1346 | 1 |
할인금액_청구서_B0M
Real number (ℝ)
Zeros 
| Distinct | 211 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.3585 |
| Minimum | 0 |
|---|---|
| Maximum | 462 |
| Zeros | 4323 |
| Zeros (%) | 72.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9 |
| 95-th percentile | 174 |
| Maximum | 462 |
| Range | 462 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 77.89305617 |
|---|---|
| Coefficient of variation (CV) | 2.202951374 |
| Kurtosis | 7.051651656 |
| Mean | 35.3585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.57120894 |
| Sum | 212151 |
| Variance | 6067.328199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4323 | |
| 9 | 148 | 2.5% |
| 50 | 138 | 2.3% |
| 8 | 62 | 1.0% |
| 49 | 49 | 0.8% |
| 163 | 41 | 0.7% |
| 167 | 40 | 0.7% |
| 164 | 38 | 0.6% |
| 165 | 33 | 0.5% |
| 161 | 32 | 0.5% |
| Other values (201) | 1096 | 18.3% |
| Value | Count | Frequency (%) |
| 0 | 4323 | |
| 2 | 8 | 0.1% |
| 3 | 16 | 0.3% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 462 | 1 | |
| 447 | 1 | |
| 446 | 1 | |
| 445 | 1 | |
| 440 | 1 |
상환개월수_결제일_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.068166667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 993 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.378331919 |
|---|---|
| Coefficient of variation (CV) | 0.5846200792 |
| Kurtosis | -1.120301397 |
| Mean | 4.068166667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.7619021436 |
| Sum | 24409 |
| Variance | 5.656462716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 2948 | |
| 0 | 993 | 16.6% |
| 5 | 674 | 11.2% |
| 1 | 465 | 7.8% |
| 4 | 440 | 7.3% |
| 2 | 314 | 5.2% |
| 3 | 166 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 993 | |
| 1 | 465 | |
| 2 | 314 | 5.2% |
| 3 | 166 | 2.8% |
| 4 | 440 |
| Value | Count | Frequency (%) |
| 6 | 2948 | |
| 5 | 674 | 11.2% |
| 4 | 440 | 7.3% |
| 3 | 166 | 2.8% |
| 2 | 314 | 5.2% |
상환개월수_결제일_R3M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0825 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1351 |
| Zeros (%) | 22.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.26225696 |
|---|---|
| Coefficient of variation (CV) | 0.6061257909 |
| Kurtosis | -1.114139691 |
| Mean | 2.0825 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.8274728809 |
| Sum | 12495 |
| Variance | 1.593292632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3696 | |
| 0 | 1351 | 22.5% |
| 1 | 499 | 8.3% |
| 2 | 454 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 1351 | 22.5% |
| 1 | 499 | 8.3% |
| 2 | 454 | 7.6% |
| 3 | 3696 |
| Value | Count | Frequency (%) |
| 3 | 3696 | |
| 2 | 454 | 7.6% |
| 1 | 499 | 8.3% |
| 0 | 1351 | 22.5% |
선결제건수_R6M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2926666667 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 5449 |
| Zeros (%) | 90.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.033049251 |
|---|---|
| Coefficient of variation (CV) | 3.529781038 |
| Kurtosis | 16.45332921 |
| Mean | 0.2926666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.98286936 |
| Sum | 1756 |
| Variance | 1.067190754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5449 | |
| 2 | 203 | 3.4% |
| 3 | 129 | 2.1% |
| 4 | 61 | 1.0% |
| 5 | 58 | 1.0% |
| 6 | 43 | 0.7% |
| 1 | 38 | 0.6% |
| 7 | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5449 | |
| 1 | 38 | 0.6% |
| 2 | 203 | 3.4% |
| 3 | 129 | 2.1% |
| 4 | 61 | 1.0% |
| Value | Count | Frequency (%) |
| 7 | 19 | 0.3% |
| 6 | 43 | 0.7% |
| 5 | 58 | |
| 4 | 61 | |
| 3 | 129 |
선결제건수_R3M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1441666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5616 |
| Zeros (%) | 93.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5748371177 |
|---|---|
| Coefficient of variation (CV) | 3.987309487 |
| Kurtosis | 15.68968343 |
| Mean | 0.1441666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.046710993 |
| Sum | 865 |
| Variance | 0.3304377118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5616 | |
| 2 | 228 | 3.8% |
| 3 | 113 | 1.9% |
| 1 | 34 | 0.6% |
| 4 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5616 | |
| 1 | 34 | 0.6% |
| 2 | 228 | 3.8% |
| 3 | 113 | 1.9% |
| 4 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 9 | 0.1% |
| 3 | 113 | 1.9% |
| 2 | 228 | 3.8% |
| 1 | 34 | 0.6% |
| 0 | 5616 |
연체건수_R6M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4416666667 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 5060 |
| Zeros (%) | 84.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.223320607 |
|---|---|
| Coefficient of variation (CV) | 2.769782507 |
| Kurtosis | 9.469490414 |
| Mean | 0.4416666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.130921612 |
| Sum | 2650 |
| Variance | 1.496513308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5060 | |
| 2 | 282 | 4.7% |
| 1 | 245 | 4.1% |
| 3 | 121 | 2.0% |
| 5 | 116 | 1.9% |
| 4 | 84 | 1.4% |
| 6 | 82 | 1.4% |
| 7 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5060 | |
| 1 | 245 | 4.1% |
| 2 | 282 | 4.7% |
| 3 | 121 | 2.0% |
| 4 | 84 | 1.4% |
| Value | Count | Frequency (%) |
| 7 | 10 | 0.2% |
| 6 | 82 | |
| 5 | 116 | |
| 4 | 84 | |
| 3 | 121 |
연체건수_R3M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2126666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5397 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.685456926 |
|---|---|
| Coefficient of variation (CV) | 3.22315169 |
| Kurtosis | 9.934105526 |
| Mean | 0.2126666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.290859041 |
| Sum | 1276 |
| Variance | 0.4698511974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5397 | |
| 2 | 250 | 4.2% |
| 3 | 189 | 3.1% |
| 1 | 149 | 2.5% |
| 4 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5397 | |
| 1 | 149 | 2.5% |
| 2 | 250 | 4.2% |
| 3 | 189 | 3.1% |
| 4 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 4 | 15 | 0.2% |
| 3 | 189 | 3.1% |
| 2 | 250 | 4.2% |
| 1 | 149 | 2.5% |
| 0 | 5397 |
혜택수혜금액_R3M
Real number (ℝ)
Zeros 
| Distinct | 479 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.7065 |
| Minimum | 0 |
|---|---|
| Maximum | 1628 |
| Zeros | 3404 |
| Zeros (%) | 56.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 136 |
| 95-th percentile | 669.2 |
| Maximum | 1628 |
| Range | 1628 |
| Interquartile range (IQR) | 136 |
Descriptive statistics
| Standard deviation | 228.9934614 |
|---|---|
| Coefficient of variation (CV) | 1.996342504 |
| Kurtosis | 7.519344601 |
| Mean | 114.7065 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.648835077 |
| Sum | 688239 |
| Variance | 52438.00536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3404 | |
| 150 | 97 | 1.6% |
| 3 | 94 | 1.6% |
| 26 | 92 | 1.5% |
| 5 | 71 | 1.2% |
| 149 | 70 | 1.2% |
| 2 | 62 | 1.0% |
| 6 | 62 | 1.0% |
| 148 | 34 | 0.6% |
| 27 | 33 | 0.5% |
| Other values (469) | 1981 |
| Value | Count | Frequency (%) |
| 0 | 3404 | |
| 1 | 14 | 0.2% |
| 2 | 62 | 1.0% |
| 3 | 94 | 1.6% |
| 4 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 1628 | 1 | |
| 1606 | 1 | |
| 1600 | 1 | |
| 1598 | 1 | |
| 1396 | 1 |
포인트_마일리지_환산_B0M
Real number (ℝ)
Zeros 
| Distinct | 176 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.439333333 |
| Minimum | 0 |
|---|---|
| Maximum | 467 |
| Zeros | 5691 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 64.05 |
| Maximum | 467 |
| Range | 467 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 41.04089885 |
|---|---|
| Coefficient of variation (CV) | 4.863049868 |
| Kurtosis | 36.1359498 |
| Mean | 8.439333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.725315173 |
| Sum | 50636 |
| Variance | 1684.355379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5691 | |
| 79 | 6 | 0.1% |
| 84 | 6 | 0.1% |
| 82 | 5 | 0.1% |
| 164 | 5 | 0.1% |
| 74 | 5 | 0.1% |
| 77 | 4 | 0.1% |
| 110 | 4 | 0.1% |
| 154 | 4 | 0.1% |
| 161 | 4 | 0.1% |
| Other values (166) | 266 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 5691 | |
| 49 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 59 | 2 | < 0.1% |
| 60 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 467 | 1 | |
| 425 | 1 | |
| 413 | 1 | |
| 405 | 1 | |
| 391 | 1 |
혜택수혜금액
Real number (ℝ)
Zeros 
| Distinct | 139 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.89066667 |
| Minimum | 0 |
|---|---|
| Maximum | 572 |
| Zeros | 3750 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 49 |
| 95-th percentile | 254 |
| Maximum | 572 |
| Range | 572 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 76.19613303 |
|---|---|
| Coefficient of variation (CV) | 2.010947279 |
| Kurtosis | 6.898876027 |
| Mean | 37.89066667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5056716 |
| Sum | 227344 |
| Variance | 5805.850688 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3750 | |
| 50 | 211 | 3.5% |
| 2 | 163 | 2.7% |
| 49 | 148 | 2.5% |
| 1 | 129 | 2.1% |
| 8 | 105 | 1.8% |
| 116 | 73 | 1.2% |
| 51 | 73 | 1.2% |
| 48 | 69 | 1.1% |
| 9 | 64 | 1.1% |
| Other values (129) | 1215 | 20.2% |
| Value | Count | Frequency (%) |
| 0 | 3750 | |
| 1 | 129 | 2.1% |
| 2 | 163 | 2.7% |
| 8 | 105 | 1.8% |
| 9 | 64 | 1.1% |
| Value | Count | Frequency (%) |
| 572 | 1 | |
| 543 | 1 | |
| 542 | 1 | |
| 536 | 1 | |
| 535 | 1 |
잔액_일시불_B0M
Real number (ℝ)
Zeros 
| Distinct | 3270 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3310.955667 |
| Minimum | 0 |
|---|---|
| Maximum | 111844 |
| Zeros | 1659 |
| Zeros (%) | 27.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1204 |
| Q3 | 3527.25 |
| 95-th percentile | 13850.45 |
| Maximum | 111844 |
| Range | 111844 |
| Interquartile range (IQR) | 3527.25 |
Descriptive statistics
| Standard deviation | 6706.863474 |
|---|---|
| Coefficient of variation (CV) | 2.025657891 |
| Kurtosis | 52.2018996 |
| Mean | 3310.955667 |
| Median Absolute Deviation (MAD) | 1204 |
| Skewness | 5.776637293 |
| Sum | 19865734 |
| Variance | 44982017.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1659 | 27.7% |
| 307 | 7 | 0.1% |
| 15 | 6 | 0.1% |
| 25 | 6 | 0.1% |
| 33 | 6 | 0.1% |
| 21 | 6 | 0.1% |
| 10 | 6 | 0.1% |
| 526 | 5 | 0.1% |
| 543 | 5 | 0.1% |
| 20 | 5 | 0.1% |
| Other values (3260) | 4289 |
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| 5 | 2 | < 0.1% |
| 6 | 5 | 0.1% |
| 7 | 3 | 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 111844 | 1 | |
| 94020 | 1 | |
| 86005 | 1 | |
| 84268 | 1 | |
| 81686 | 1 |
잔액_할부_B0M
Real number (ℝ)
Zeros 
| Distinct | 1593 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1343.101667 |
| Minimum | 0 |
|---|---|
| Maximum | 31625 |
| Zeros | 4173 |
| Zeros (%) | 69.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1640 |
| 95-th percentile | 7088.25 |
| Maximum | 31625 |
| Range | 31625 |
| Interquartile range (IQR) | 1640 |
Descriptive statistics
| Standard deviation | 2960.680195 |
|---|---|
| Coefficient of variation (CV) | 2.20436045 |
| Kurtosis | 16.87926677 |
| Mean | 1343.101667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.548265151 |
| Sum | 8058610 |
| Variance | 8765627.216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4173 | |
| 1713 | 6 | 0.1% |
| 1234 | 4 | 0.1% |
| 1379 | 3 | 0.1% |
| 1937 | 3 | 0.1% |
| 2086 | 3 | 0.1% |
| 2555 | 3 | 0.1% |
| 2046 | 3 | 0.1% |
| 2403 | 3 | 0.1% |
| 1349 | 3 | 0.1% |
| Other values (1583) | 1796 |
| Value | Count | Frequency (%) |
| 0 | 4173 | |
| 703 | 1 | < 0.1% |
| 727 | 1 | < 0.1% |
| 733 | 1 | < 0.1% |
| 740 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31625 | 1 | |
| 29830 | 1 | |
| 26957 | 1 | |
| 25579 | 1 | |
| 25384 | 1 |
잔액_현금서비스_B0M
Real number (ℝ)
Zeros 
| Distinct | 304 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 719.0775 |
| Minimum | 0 |
|---|---|
| Maximum | 36532 |
| Zeros | 5694 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4793.05 |
| Maximum | 36532 |
| Range | 36532 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3439.703459 |
|---|---|
| Coefficient of variation (CV) | 4.783494768 |
| Kurtosis | 32.52911631 |
| Mean | 719.0775 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.470197894 |
| Sum | 4314465 |
| Variance | 11831559.88 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5694 | |
| 17450 | 2 | < 0.1% |
| 12805 | 2 | < 0.1% |
| 9900 | 2 | < 0.1% |
| 10234 | 1 | < 0.1% |
| 16634 | 1 | < 0.1% |
| 8867 | 1 | < 0.1% |
| 26057 | 1 | < 0.1% |
| 22177 | 1 | < 0.1% |
| 24297 | 1 | < 0.1% |
| Other values (294) | 294 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 5694 | |
| 4386 | 1 | < 0.1% |
| 4437 | 1 | < 0.1% |
| 4503 | 1 | < 0.1% |
| 4619 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36532 | 1 | |
| 36456 | 1 | |
| 35077 | 1 | |
| 34584 | 1 | |
| 31185 | 1 |
잔액_리볼빙일시불이월_B0M
Real number (ℝ)
Zeros 
| Distinct | 141 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 321.5465 |
| Minimum | 0 |
|---|---|
| Maximum | 28327 |
| Zeros | 5860 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 28327 |
| Range | 28327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2207.256768 |
|---|---|
| Coefficient of variation (CV) | 6.864502546 |
| Kurtosis | 57.09448044 |
| Mean | 321.5465 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.387797407 |
| Sum | 1929279 |
| Variance | 4871982.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5860 | |
| 14795 | 1 | < 0.1% |
| 19267 | 1 | < 0.1% |
| 11732 | 1 | < 0.1% |
| 25160 | 1 | < 0.1% |
| 17400 | 1 | < 0.1% |
| 10401 | 1 | < 0.1% |
| 6829 | 1 | < 0.1% |
| 15998 | 1 | < 0.1% |
| 18391 | 1 | < 0.1% |
| Other values (131) | 131 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 5860 | |
| 4810 | 1 | < 0.1% |
| 5287 | 1 | < 0.1% |
| 5380 | 1 | < 0.1% |
| 5503 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28327 | 1 | |
| 26273 | 1 | |
| 25305 | 1 | |
| 25160 | 1 | |
| 23137 | 1 |
잔액_리볼빙CA이월_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.276166667 |
| Minimum | 0 |
|---|---|
| Maximum | 27083 |
| Zeros | 5998 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27083 |
| Range | 27083 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 375.3227257 |
|---|---|
| Coefficient of variation (CV) | 59.80126814 |
| Kurtosis | 4621.684616 |
| Mean | 6.276166667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 66.3315822 |
| Sum | 37657 |
| Variance | 140867.1484 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5998 | |
| 10574 | 1 | < 0.1% |
| 27083 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5998 | |
| 10574 | 1 | < 0.1% |
| 27083 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27083 | 1 | < 0.1% |
| 10574 | 1 | < 0.1% |
| 0 | 5998 |
잔액_카드론_B0M
Real number (ℝ)
Zeros 
| Distinct | 370 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2496.655833 |
| Minimum | 0 |
|---|---|
| Maximum | 246524 |
| Zeros | 5629 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19163.45 |
| Maximum | 246524 |
| Range | 246524 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11942.2772 |
|---|---|
| Coefficient of variation (CV) | 4.783309352 |
| Kurtosis | 67.59608436 |
| Mean | 2496.655833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.911530352 |
| Sum | 14979935 |
| Variance | 142617984.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5629 | |
| 20589 | 2 | < 0.1% |
| 27407 | 2 | < 0.1% |
| 48042 | 1 | < 0.1% |
| 58582 | 1 | < 0.1% |
| 37686 | 1 | < 0.1% |
| 28741 | 1 | < 0.1% |
| 12296 | 1 | < 0.1% |
| 117339 | 1 | < 0.1% |
| 19400 | 1 | < 0.1% |
| Other values (360) | 360 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 5629 | |
| 8196 | 1 | < 0.1% |
| 8434 | 1 | < 0.1% |
| 8522 | 1 | < 0.1% |
| 8972 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 246524 | 1 | |
| 160692 | 1 | |
| 149720 | 1 | |
| 136076 | 1 | |
| 117339 | 1 |
월중평잔_일시불_B0M
Real number (ℝ)
Zeros 
| Distinct | 3415 |
|---|---|
| Distinct (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3983.221667 |
| Minimum | 0 |
|---|---|
| Maximum | 117363 |
| Zeros | 1597 |
| Zeros (%) | 26.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1379 |
| Q3 | 4384 |
| 95-th percentile | 17023.45 |
| Maximum | 117363 |
| Range | 117363 |
| Interquartile range (IQR) | 4384 |
Descriptive statistics
| Standard deviation | 7978.657113 |
|---|---|
| Coefficient of variation (CV) | 2.003066307 |
| Kurtosis | 44.03869711 |
| Mean | 3983.221667 |
| Median Absolute Deviation (MAD) | 1379 |
| Skewness | 5.363518505 |
| Sum | 23899330 |
| Variance | 63658969.33 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1597 | 26.6% |
| 25 | 10 | 0.2% |
| 24 | 7 | 0.1% |
| 9 | 6 | 0.1% |
| 19 | 6 | 0.1% |
| 33 | 6 | 0.1% |
| 36 | 6 | 0.1% |
| 12 | 6 | 0.1% |
| 7 | 5 | 0.1% |
| 27 | 5 | 0.1% |
| Other values (3405) | 4346 |
| Value | Count | Frequency (%) |
| 0 | 1597 | |
| 5 | 2 | < 0.1% |
| 6 | 4 | 0.1% |
| 7 | 5 | 0.1% |
| 8 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 117363 | 1 | |
| 116110 | 1 | |
| 105059 | 1 | |
| 92927 | 1 | |
| 91315 | 1 |
월중평잔_할부_B0M
Real number (ℝ)
Zeros 
| Distinct | 1694 |
|---|---|
| Distinct (%) | 28.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1559.9585 |
| Minimum | 0 |
|---|---|
| Maximum | 66283 |
| Zeros | 4030 |
| Zeros (%) | 67.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1316.5 |
| 95-th percentile | 8055.75 |
| Maximum | 66283 |
| Range | 66283 |
| Interquartile range (IQR) | 1316.5 |
Descriptive statistics
| Standard deviation | 4563.57561 |
|---|---|
| Coefficient of variation (CV) | 2.925446805 |
| Kurtosis | 55.81130642 |
| Mean | 1559.9585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.378445821 |
| Sum | 9359751 |
| Variance | 20826222.35 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4030 | |
| 2082 | 4 | 0.1% |
| 1801 | 4 | 0.1% |
| 815 | 4 | 0.1% |
| 2297 | 4 | 0.1% |
| 758 | 4 | 0.1% |
| 986 | 3 | 0.1% |
| 915 | 3 | 0.1% |
| 1508 | 3 | 0.1% |
| 1406 | 3 | 0.1% |
| Other values (1684) | 1938 |
| Value | Count | Frequency (%) |
| 0 | 4030 | |
| 343 | 1 | < 0.1% |
| 361 | 1 | < 0.1% |
| 377 | 1 | < 0.1% |
| 390 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 66283 | 1 | |
| 63515 | 1 | |
| 62932 | 1 | |
| 61302 | 1 | |
| 53074 | 1 |
월중평잔_CA_B0M
Real number (ℝ)
Zeros 
| Distinct | 357 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 720.5963333 |
| Minimum | 0 |
|---|---|
| Maximum | 49305 |
| Zeros | 5642 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3632.3 |
| Maximum | 49305 |
| Range | 49305 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3646.911683 |
|---|---|
| Coefficient of variation (CV) | 5.06096342 |
| Kurtosis | 51.76024325 |
| Mean | 720.5963333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.656192825 |
| Sum | 4323578 |
| Variance | 13299964.83 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5642 | |
| 2539 | 2 | < 0.1% |
| 2919 | 2 | < 0.1% |
| 25032 | 1 | < 0.1% |
| 11925 | 1 | < 0.1% |
| 6127 | 1 | < 0.1% |
| 32089 | 1 | < 0.1% |
| 30088 | 1 | < 0.1% |
| 27986 | 1 | < 0.1% |
| 21935 | 1 | < 0.1% |
| Other values (347) | 347 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 5642 | |
| 2076 | 1 | < 0.1% |
| 2087 | 1 | < 0.1% |
| 2184 | 1 | < 0.1% |
| 2218 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49305 | 1 | |
| 46956 | 1 | |
| 46748 | 1 | |
| 46153 | 1 | |
| 38656 | 1 |
연체일자_B0M
Real number (ℝ)
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5995 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20180632.6 |
| Minimum | 20180505 |
|---|---|
| Maximum | 20180917 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 20180505 |
|---|---|
| 5-th percentile | 20180508 |
| Q1 | 20180520 |
| median | 20180603 |
| Q3 | 20180618 |
| 95-th percentile | 20180857.2 |
| Maximum | 20180917 |
| Range | 412 |
| Interquartile range (IQR) | 98 |
Descriptive statistics
| Standard deviation | 166.5331799 |
|---|---|
| Coefficient of variation (CV) | 8.25212882 × 10-6 |
| Kurtosis | 3.325660102 |
| Mean | 20180632.6 |
| Median Absolute Deviation (MAD) | 83 |
| Skewness | 1.756426911 |
| Sum | 100903163 |
| Variance | 27733.3 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 20180505 | 1 | < 0.1% |
| 20180520 | 1 | < 0.1% |
| 20180603 | 1 | < 0.1% |
| 20180618 | 1 | < 0.1% |
| 20180917 | 1 | < 0.1% |
| (Missing) | 5995 |
| Value | Count | Frequency (%) |
| 20180505 | 1 | |
| 20180520 | 1 | |
| 20180603 | 1 | |
| 20180618 | 1 | |
| 20180917 | 1 |
| Value | Count | Frequency (%) |
| 20180917 | 1 | |
| 20180618 | 1 | |
| 20180603 | 1 | |
| 20180520 | 1 | |
| 20180505 | 1 |
연체잔액_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.057833333 |
| Minimum | 0 |
|---|---|
| Maximum | 3916 |
| Zeros | 5998 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3916 |
| Range | 3916 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 59.50020057 |
|---|---|
| Coefficient of variation (CV) | 56.24723545 |
| Kurtosis | 3588.55443 |
| Mean | 1.057833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 58.85714833 |
| Sum | 6347 |
| Variance | 3540.273868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5998 | |
| 3916 | 1 | < 0.1% |
| 2431 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5998 | |
| 2431 | 1 | < 0.1% |
| 3916 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3916 | 1 | < 0.1% |
| 2431 | 1 | < 0.1% |
| 0 | 5998 |
연체잔액_일시불_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2425 |
| Minimum | 0 |
|---|---|
| Maximum | 1455 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1455 |
| Range | 1455 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 18.78396923 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.2425 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1455 |
| Variance | 352.8375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1455 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1455 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1455 | 1 | < 0.1% |
| 0 | 5999 |
연체잔액_할부_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8151666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2460 |
| Zeros | 5998 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2460 |
| Range | 2460 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 44.64558068 |
|---|---|
| Coefficient of variation (CV) | 54.76865347 |
| Kurtosis | 2997.920932 |
| Mean | 0.8151666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 54.76144677 |
| Sum | 4891 |
| Variance | 1993.227875 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5998 | |
| 2460 | 1 | < 0.1% |
| 2431 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5998 | |
| 2431 | 1 | < 0.1% |
| 2460 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2460 | 1 | < 0.1% |
| 2431 | 1 | < 0.1% |
| 0 | 5998 |
잔액_현금서비스_B1M
Real number (ℝ)
Zeros 
| Distinct | 320 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 769.8395 |
| Minimum | 0 |
|---|---|
| Maximum | 45469 |
| Zeros | 5680 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4433.25 |
| Maximum | 45469 |
| Range | 45469 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3807.571319 |
|---|---|
| Coefficient of variation (CV) | 4.945928754 |
| Kurtosis | 41.16785748 |
| Mean | 769.8395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.045118253 |
| Sum | 4619037 |
| Variance | 14497599.35 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5680 | |
| 9337 | 2 | < 0.1% |
| 28938 | 1 | < 0.1% |
| 30640 | 1 | < 0.1% |
| 24644 | 1 | < 0.1% |
| 8495 | 1 | < 0.1% |
| 15568 | 1 | < 0.1% |
| 11747 | 1 | < 0.1% |
| 17622 | 1 | < 0.1% |
| 8412 | 1 | < 0.1% |
| Other values (310) | 310 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 5680 | |
| 3082 | 1 | < 0.1% |
| 3439 | 1 | < 0.1% |
| 3501 | 1 | < 0.1% |
| 3518 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45469 | 1 | |
| 45204 | 1 | |
| 42246 | 1 | |
| 41568 | 1 | |
| 38455 | 1 |
잔액_현금서비스_B2M
Real number (ℝ)
Zeros 
| Distinct | 328 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 766.2105 |
| Minimum | 0 |
|---|---|
| Maximum | 45469 |
| Zeros | 5673 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4610.75 |
| Maximum | 45469 |
| Range | 45469 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3757.96703 |
|---|---|
| Coefficient of variation (CV) | 4.904614371 |
| Kurtosis | 41.1144531 |
| Mean | 766.2105 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.027023328 |
| Sum | 4597263 |
| Variance | 14122316.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5673 | |
| 9553 | 1 | < 0.1% |
| 26676 | 1 | < 0.1% |
| 29815 | 1 | < 0.1% |
| 30949 | 1 | < 0.1% |
| 18657 | 1 | < 0.1% |
| 9770 | 1 | < 0.1% |
| 17530 | 1 | < 0.1% |
| 9943 | 1 | < 0.1% |
| 21679 | 1 | < 0.1% |
| Other values (318) | 318 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 5673 | |
| 3082 | 1 | < 0.1% |
| 3439 | 1 | < 0.1% |
| 3501 | 1 | < 0.1% |
| 3517 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45469 | 1 | |
| 45204 | 1 | |
| 41568 | 1 | |
| 39211 | 1 | |
| 38455 | 1 |
잔액_카드론_B1M
Real number (ℝ)
Zeros 
| Distinct | 375 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2622.350833 |
| Minimum | 0 |
|---|---|
| Maximum | 244906 |
| Zeros | 5625 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19386.45 |
| Maximum | 244906 |
| Range | 244906 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12715.23533 |
|---|---|
| Coefficient of variation (CV) | 4.848792606 |
| Kurtosis | 62.66846009 |
| Mean | 2622.350833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.867519652 |
| Sum | 15734105 |
| Variance | 161677209.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5625 | |
| 25962 | 2 | < 0.1% |
| 61195 | 1 | < 0.1% |
| 48782 | 1 | < 0.1% |
| 63558 | 1 | < 0.1% |
| 31361 | 1 | < 0.1% |
| 28014 | 1 | < 0.1% |
| 13056 | 1 | < 0.1% |
| 118784 | 1 | < 0.1% |
| 20084 | 1 | < 0.1% |
| Other values (365) | 365 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 5625 | |
| 7094 | 1 | < 0.1% |
| 7927 | 1 | < 0.1% |
| 8301 | 1 | < 0.1% |
| 8407 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 244906 | 1 | |
| 162582 | 1 | |
| 157926 | 1 | |
| 141745 | 1 | |
| 121890 | 1 |
잔액_카드론_B2M
Real number (ℝ)
Zeros 
| Distinct | 376 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2665.2915 |
| Minimum | 0 |
|---|---|
| Maximum | 244906 |
| Zeros | 5624 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19452.1 |
| Maximum | 244906 |
| Range | 244906 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12791.69913 |
|---|---|
| Coefficient of variation (CV) | 4.799362145 |
| Kurtosis | 59.0578554 |
| Mean | 2665.2915 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.684029024 |
| Sum | 15991749 |
| Variance | 163627566.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5624 | |
| 25962 | 2 | < 0.1% |
| 81312 | 1 | < 0.1% |
| 244906 | 1 | < 0.1% |
| 11320 | 1 | < 0.1% |
| 42845 | 1 | < 0.1% |
| 60401 | 1 | < 0.1% |
| 46508 | 1 | < 0.1% |
| 31479 | 1 | < 0.1% |
| 12234 | 1 | < 0.1% |
| Other values (366) | 366 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 5624 | |
| 7094 | 1 | < 0.1% |
| 8301 | 1 | < 0.1% |
| 8407 | 1 | < 0.1% |
| 9062 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 244906 | 1 | |
| 157926 | 1 | |
| 141745 | 1 | |
| 121890 | 1 | |
| 120784 | 1 |
잔액_카드론_B3M
Real number (ℝ)
Zeros 
| Distinct | 374 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2648.963333 |
| Minimum | 0 |
|---|---|
| Maximum | 244906 |
| Zeros | 5626 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19452.1 |
| Maximum | 244906 |
| Range | 244906 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12673.5467 |
|---|---|
| Coefficient of variation (CV) | 4.784342064 |
| Kurtosis | 58.36889693 |
| Mean | 2648.963333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.631169902 |
| Sum | 15893780 |
| Variance | 160618786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5626 | |
| 25962 | 2 | < 0.1% |
| 105601 | 1 | < 0.1% |
| 17849 | 1 | < 0.1% |
| 16348 | 1 | < 0.1% |
| 141745 | 1 | < 0.1% |
| 12837 | 1 | < 0.1% |
| 50904 | 1 | < 0.1% |
| 68960 | 1 | < 0.1% |
| 49426 | 1 | < 0.1% |
| Other values (364) | 364 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 5626 | |
| 8407 | 1 | < 0.1% |
| 8924 | 1 | < 0.1% |
| 9062 | 1 | < 0.1% |
| 9075 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 244906 | 1 | |
| 141745 | 1 | |
| 122511 | 1 | |
| 121890 | 1 | |
| 120784 | 1 |
잔액_카드론_B4M
Real number (ℝ)
Zeros 
| Distinct | 372 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2645.567167 |
| Minimum | 0 |
|---|---|
| Maximum | 141745 |
| Zeros | 5628 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19130.9 |
| Maximum | 141745 |
| Range | 141745 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12396.4924 |
|---|---|
| Coefficient of variation (CV) | 4.685759847 |
| Kurtosis | 40.107602 |
| Mean | 2645.567167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.931576695 |
| Sum | 15873403 |
| Variance | 153673023.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5628 | |
| 25962 | 2 | < 0.1% |
| 29857 | 1 | < 0.1% |
| 25414 | 1 | < 0.1% |
| 28287 | 1 | < 0.1% |
| 72625 | 1 | < 0.1% |
| 25550 | 1 | < 0.1% |
| 16072 | 1 | < 0.1% |
| 16663 | 1 | < 0.1% |
| 109415 | 1 | < 0.1% |
| Other values (362) | 362 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 5628 | |
| 8407 | 1 | < 0.1% |
| 8924 | 1 | < 0.1% |
| 9075 | 1 | < 0.1% |
| 9128 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 141745 | 1 | |
| 126694 | 1 | |
| 122511 | 1 | |
| 121890 | 1 | |
| 120784 | 1 |
잔액_카드론_B5M
Real number (ℝ)
Zeros 
| Distinct | 378 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2773.647 |
| Minimum | 0 |
|---|---|
| Maximum | 213662 |
| Zeros | 5621 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20552.1 |
| Maximum | 213662 |
| Range | 213662 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12884.03643 |
|---|---|
| Coefficient of variation (CV) | 4.645160841 |
| Kurtosis | 46.7413186 |
| Mean | 2773.647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.122742182 |
| Sum | 16641882 |
| Variance | 165998394.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5621 | |
| 19817 | 2 | < 0.1% |
| 34691 | 2 | < 0.1% |
| 30898 | 1 | < 0.1% |
| 73018 | 1 | < 0.1% |
| 34233 | 1 | < 0.1% |
| 76847 | 1 | < 0.1% |
| 27596 | 1 | < 0.1% |
| 18173 | 1 | < 0.1% |
| 20548 | 1 | < 0.1% |
| Other values (368) | 368 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 5621 | |
| 7422 | 1 | < 0.1% |
| 7976 | 1 | < 0.1% |
| 8674 | 1 | < 0.1% |
| 9128 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 213662 | 1 | |
| 142517 | 1 | |
| 139754 | 1 | |
| 129903 | 1 | |
| 126916 | 1 |
잔액_할부_B1M
Real number (ℝ)
Zeros 
| Distinct | 1685 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1634.021333 |
| Minimum | 0 |
|---|---|
| Maximum | 69231 |
| Zeros | 4075 |
| Zeros (%) | 67.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1324.25 |
| 95-th percentile | 8284.55 |
| Maximum | 69231 |
| Range | 69231 |
| Interquartile range (IQR) | 1324.25 |
Descriptive statistics
| Standard deviation | 4816.424653 |
|---|---|
| Coefficient of variation (CV) | 2.947589823 |
| Kurtosis | 52.56861261 |
| Mean | 1634.021333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.244136809 |
| Sum | 9804128 |
| Variance | 23197946.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4075 | |
| 1301 | 4 | 0.1% |
| 1518 | 4 | 0.1% |
| 542 | 3 | 0.1% |
| 866 | 3 | 0.1% |
| 1602 | 3 | 0.1% |
| 1285 | 3 | 0.1% |
| 1886 | 3 | 0.1% |
| 2259 | 3 | 0.1% |
| 1402 | 3 | 0.1% |
| Other values (1675) | 1896 |
| Value | Count | Frequency (%) |
| 0 | 4075 | |
| 311 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 409 | 1 | < 0.1% |
| 416 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 69231 | 1 | |
| 65649 | 1 | |
| 65245 | 1 | |
| 58359 | 1 | |
| 55923 | 1 |
잔액_할부_B2M
Real number (ℝ)
Zeros 
| Distinct | 1729 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1782.925333 |
| Minimum | 0 |
|---|---|
| Maximum | 69231 |
| Zeros | 4035 |
| Zeros (%) | 67.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1418.5 |
| 95-th percentile | 9271.2 |
| Maximum | 69231 |
| Range | 69231 |
| Interquartile range (IQR) | 1418.5 |
Descriptive statistics
| Standard deviation | 5161.439463 |
|---|---|
| Coefficient of variation (CV) | 2.894927436 |
| Kurtosis | 46.10448844 |
| Mean | 1782.925333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.906122682 |
| Sum | 10697552 |
| Variance | 26640457.33 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4035 | |
| 1301 | 4 | 0.1% |
| 939 | 4 | 0.1% |
| 1394 | 3 | 0.1% |
| 1602 | 3 | 0.1% |
| 1049 | 3 | 0.1% |
| 542 | 3 | 0.1% |
| 2714 | 3 | 0.1% |
| 1155 | 3 | 0.1% |
| 1685 | 3 | 0.1% |
| Other values (1719) | 1936 |
| Value | Count | Frequency (%) |
| 0 | 4035 | |
| 311 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 409 | 1 | < 0.1% |
| 416 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 69231 | 1 | |
| 65649 | 1 | |
| 65245 | 1 | |
| 60908 | 1 | |
| 58359 | 1 |
잔액_일시불_B1M
Real number (ℝ)
Zeros 
| Distinct | 3266 |
|---|---|
| Distinct (%) | 54.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3560.847333 |
| Minimum | 0 |
|---|---|
| Maximum | 146700 |
| Zeros | 1653 |
| Zeros (%) | 27.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1087 |
| Q3 | 3586.25 |
| 95-th percentile | 15251.05 |
| Maximum | 146700 |
| Range | 146700 |
| Interquartile range (IQR) | 3586.25 |
Descriptive statistics
| Standard deviation | 8073.02693 |
|---|---|
| Coefficient of variation (CV) | 2.267164575 |
| Kurtosis | 67.82291163 |
| Mean | 3560.847333 |
| Median Absolute Deviation (MAD) | 1087 |
| Skewness | 6.73469312 |
| Sum | 21365084 |
| Variance | 65173763.82 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1653 | 27.6% |
| 15 | 10 | 0.2% |
| 17 | 9 | 0.1% |
| 11 | 9 | 0.1% |
| 13 | 7 | 0.1% |
| 16 | 7 | 0.1% |
| 512 | 6 | 0.1% |
| 8 | 6 | 0.1% |
| 10 | 6 | 0.1% |
| 9 | 6 | 0.1% |
| Other values (3256) | 4281 |
| Value | Count | Frequency (%) |
| 0 | 1653 | |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 5 | 0.1% |
| 7 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 146700 | 1 | |
| 117496 | 1 | |
| 110259 | 1 | |
| 103898 | 1 | |
| 103116 | 1 |
잔액_일시불_B2M
Real number (ℝ)
Zeros 
| Distinct | 3303 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3595.4035 |
| Minimum | 0 |
|---|---|
| Maximum | 146700 |
| Zeros | 1669 |
| Zeros (%) | 27.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1084.5 |
| Q3 | 3639.25 |
| 95-th percentile | 15371.2 |
| Maximum | 146700 |
| Range | 146700 |
| Interquartile range (IQR) | 3639.25 |
Descriptive statistics
| Standard deviation | 8073.244707 |
|---|---|
| Coefficient of variation (CV) | 2.245434958 |
| Kurtosis | 66.75593159 |
| Mean | 3595.4035 |
| Median Absolute Deviation (MAD) | 1084.5 |
| Skewness | 6.644026345 |
| Sum | 21572421 |
| Variance | 65177280.09 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1669 | 27.8% |
| 15 | 8 | 0.1% |
| 16 | 7 | 0.1% |
| 11 | 6 | 0.1% |
| 8 | 6 | 0.1% |
| 17 | 6 | 0.1% |
| 512 | 5 | 0.1% |
| 259 | 5 | 0.1% |
| 178 | 5 | 0.1% |
| 332 | 5 | 0.1% |
| Other values (3293) | 4278 |
| Value | Count | Frequency (%) |
| 0 | 1669 | |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 5 | 0.1% |
| 7 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 146700 | 1 | |
| 117496 | 1 | |
| 110259 | 1 | |
| 103898 | 1 | |
| 103116 | 1 |
연체일수_B1M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -890832.4425 |
| Minimum | -999999 |
|---|---|
| Maximum | 0 |
| Zeros | 655 |
| Zeros (%) | 10.9% |
| Negative | 5345 |
| Negative (%) | 89.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -999999 |
|---|---|
| 5-th percentile | -999999 |
| Q1 | -999999 |
| median | -999999 |
| Q3 | -999999 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 999999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 311873.8879 |
|---|---|
| Coefficient of variation (CV) | -0.3500926471 |
| Kurtosis | 4.287421629 |
| Mean | -890832.4425 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.507188186 |
| Sum | -5344994655 |
| Variance | 9.726532194 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -999999 | 5345 | |
| 0 | 655 | 10.9% |
| Value | Count | Frequency (%) |
| -999999 | 5345 | |
| 0 | 655 | 10.9% |
| Value | Count | Frequency (%) |
| 0 | 655 | 10.9% |
| -999999 | 5345 |
연체일수_B2M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -885332.448 |
| Minimum | -999999 |
|---|---|
| Maximum | 0 |
| Zeros | 688 |
| Zeros (%) | 11.5% |
| Negative | 5312 |
| Negative (%) | 88.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -999999 |
|---|---|
| 5-th percentile | -999999 |
| Q1 | -999999 |
| median | -999999 |
| Q3 | -999999 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 999999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 318645.4796 |
|---|---|
| Coefficient of variation (CV) | -0.3599161878 |
| Kurtosis | 3.854659605 |
| Mean | -885332.448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.419374884 |
| Sum | -5311994688 |
| Variance | 1.015349417 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -999999 | 5312 | |
| 0 | 688 | 11.5% |
| Value | Count | Frequency (%) |
| -999999 | 5312 | |
| 0 | 688 | 11.5% |
| Value | Count | Frequency (%) |
| 0 | 688 | 11.5% |
| -999999 | 5312 |
연체원금_B1M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.980833333 |
| Minimum | 0 |
|---|---|
| Maximum | 9403 |
| Zeros | 5978 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9403 |
| Range | 9403 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 199.8854785 |
|---|---|
| Coefficient of variation (CV) | 22.25689655 |
| Kurtosis | 1333.856 |
| Mean | 8.980833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 33.63126348 |
| Sum | 53885 |
| Variance | 39954.2045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5978 | |
| 9403 | 1 | < 0.1% |
| 1654 | 1 | < 0.1% |
| 1055 | 1 | < 0.1% |
| 1942 | 1 | < 0.1% |
| 2106 | 1 | < 0.1% |
| 5894 | 1 | < 0.1% |
| 1784 | 1 | < 0.1% |
| 2091 | 1 | < 0.1% |
| 3589 | 1 | < 0.1% |
| Other values (13) | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5978 | |
| 793 | 1 | < 0.1% |
| 889 | 1 | < 0.1% |
| 981 | 1 | < 0.1% |
| 1055 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9403 | 1 | |
| 7699 | 1 | |
| 5894 | 1 | |
| 3589 | 1 | |
| 2252 | 1 |
연체원금_B2M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.60566667 |
| Minimum | 0 |
|---|---|
| Maximum | 9403 |
| Zeros | 5975 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9403 |
| Range | 9403 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 216.3911143 |
|---|---|
| Coefficient of variation (CV) | 20.40334862 |
| Kurtosis | 1056.835773 |
| Mean | 10.60566667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.92177932 |
| Sum | 63634 |
| Variance | 46825.11435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5975 | |
| 1660 | 1 | < 0.1% |
| 1942 | 1 | < 0.1% |
| 2106 | 1 | < 0.1% |
| 5894 | 1 | < 0.1% |
| 1784 | 1 | < 0.1% |
| 2091 | 1 | < 0.1% |
| 3589 | 1 | < 0.1% |
| 2252 | 1 | < 0.1% |
| 9403 | 1 | < 0.1% |
| Other values (16) | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5975 | |
| 793 | 1 | < 0.1% |
| 889 | 1 | < 0.1% |
| 981 | 1 | < 0.1% |
| 1055 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9403 | 1 | |
| 7699 | 1 | |
| 5894 | 1 | |
| 5791 | 1 | |
| 3589 | 1 |
연체일수_최근
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -987499.0125 |
| Minimum | -999999 |
|---|---|
| Maximum | 0 |
| Zeros | 75 |
| Zeros (%) | 1.2% |
| Negative | 5925 |
| Negative (%) | 98.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -999999 |
|---|---|
| 5-th percentile | -999999 |
| Q1 | -999999 |
| median | -999999 |
| Q3 | -999999 |
| 95-th percentile | -999999 |
| Maximum | 0 |
| Range | 999999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 111111.5788 |
|---|---|
| Coefficient of variation (CV) | -0.112518167 |
| Kurtosis | 75.07620697 |
| Mean | -987499.0125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.77788025 |
| Sum | -5924994075 |
| Variance | 1.234578294 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -999999 | 5925 | |
| 0 | 75 | 1.2% |
| Value | Count | Frequency (%) |
| -999999 | 5925 | |
| 0 | 75 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 75 | 1.2% |
| -999999 | 5925 |
연체원금_최근
Real number (ℝ)
Skewed  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.293 |
| Minimum | 0 |
|---|---|
| Maximum | 7637 |
| Zeros | 5994 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7637 |
| Range | 7637 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 154.6020562 |
|---|---|
| Coefficient of variation (CV) | 36.01259171 |
| Kurtosis | 1904.468818 |
| Mean | 4.293 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.07414958 |
| Sum | 25758 |
| Variance | 23901.79578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5994 | |
| 2399 | 1 | < 0.1% |
| 7239 | 1 | < 0.1% |
| 2151 | 1 | < 0.1% |
| 7637 | 1 | < 0.1% |
| 2084 | 1 | < 0.1% |
| 4248 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5994 | |
| 2084 | 1 | < 0.1% |
| 2151 | 1 | < 0.1% |
| 2399 | 1 | < 0.1% |
| 4248 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7637 | 1 | |
| 7239 | 1 | |
| 4248 | 1 | |
| 2399 | 1 | |
| 2151 | 1 |
최종연체회차
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -66.9405 |
| Minimum | -99 |
|---|---|
| Maximum | 0 |
| Zeros | 1943 |
| Zeros (%) | 32.4% |
| Negative | 4057 |
| Negative (%) | 67.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| median | -99 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 99 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 46.32965248 |
|---|---|
| Coefficient of variation (CV) | -0.6921019784 |
| Kurtosis | -1.433260723 |
| Mean | -66.9405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7531381957 |
| Sum | -401643 |
| Variance | 2146.436699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 4057 | |
| 0 | 1943 |
| Value | Count | Frequency (%) |
| -99 | 4057 | |
| 0 | 1943 |
| Value | Count | Frequency (%) |
| 0 | 1943 | |
| -99 | 4057 |
RV_평균잔액_R12M
Real number (ℝ)
Zeros 
| Distinct | 331 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 438.5468333 |
| Minimum | 0 |
|---|---|
| Maximum | 69739 |
| Zeros | 5625 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 354.05 |
| Maximum | 69739 |
| Range | 69739 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3449.320991 |
|---|---|
| Coefficient of variation (CV) | 7.865342374 |
| Kurtosis | 118.9439049 |
| Mean | 438.5468333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.14166098 |
| Sum | 2631281 |
| Variance | 11897815.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5625 | |
| 427 | 3 | 0.1% |
| 343 | 3 | 0.1% |
| 305 | 3 | 0.1% |
| 394 | 3 | 0.1% |
| 565 | 3 | 0.1% |
| 409 | 2 | < 0.1% |
| 546 | 2 | < 0.1% |
| 355 | 2 | < 0.1% |
| 792 | 2 | < 0.1% |
| Other values (321) | 352 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 5625 | |
| 154 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 170 | 1 | < 0.1% |
| 176 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 69739 | 1 | |
| 55580 | 1 | |
| 52631 | 1 | |
| 47982 | 1 | |
| 46150 | 1 |
RV_최대잔액_R12M
Real number (ℝ)
Zeros 
| Distinct | 364 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 677.3776667 |
| Minimum | 0 |
|---|---|
| Maximum | 80892 |
| Zeros | 5625 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2254.05 |
| Maximum | 80892 |
| Range | 80892 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4309.354121 |
|---|---|
| Coefficient of variation (CV) | 6.361819016 |
| Kurtosis | 85.19440032 |
| Mean | 677.3776667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.620831333 |
| Sum | 4064266 |
| Variance | 18570532.94 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5625 | |
| 2312 | 3 | 0.1% |
| 2361 | 3 | 0.1% |
| 2739 | 2 | < 0.1% |
| 3302 | 2 | < 0.1% |
| 36497 | 2 | < 0.1% |
| 2254 | 2 | < 0.1% |
| 2398 | 2 | < 0.1% |
| 3051 | 2 | < 0.1% |
| 2496 | 2 | < 0.1% |
| Other values (354) | 355 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 5625 | |
| 1147 | 1 | < 0.1% |
| 1163 | 1 | < 0.1% |
| 1247 | 1 | < 0.1% |
| 1310 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80892 | 1 | |
| 58113 | 1 | |
| 56056 | 1 | |
| 47980 | 1 | |
| 47671 | 1 |
RV_평균잔액_R6M
Real number (ℝ)
Zeros 
| Distinct | 244 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 400.7998333 |
| Minimum | 0 |
|---|---|
| Maximum | 68315 |
| Zeros | 5754 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 68315 |
| Range | 68315 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3050.154444 |
|---|---|
| Coefficient of variation (CV) | 7.610168943 |
| Kurtosis | 128.2604689 |
| Mean | 400.7998333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.18006967 |
| Sum | 2404799 |
| Variance | 9303442.132 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5754 | |
| 663 | 2 | < 0.1% |
| 623 | 2 | < 0.1% |
| 1598 | 2 | < 0.1% |
| 12394 | 1 | < 0.1% |
| 15468 | 1 | < 0.1% |
| 2320 | 1 | < 0.1% |
| 1962 | 1 | < 0.1% |
| 17220 | 1 | < 0.1% |
| 1447 | 1 | < 0.1% |
| Other values (234) | 234 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 5754 | |
| 278 | 1 | < 0.1% |
| 315 | 1 | < 0.1% |
| 377 | 1 | < 0.1% |
| 382 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 68315 | 1 | |
| 54048 | 1 | |
| 50091 | 1 | |
| 44601 | 1 | |
| 38703 | 1 |
RV_최대잔액_R6M
Real number (ℝ)
Zeros 
| Distinct | 250 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 503.5935 |
| Minimum | 0 |
|---|---|
| Maximum | 49834 |
| Zeros | 5750 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 49834 |
| Range | 49834 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3328.678603 |
|---|---|
| Coefficient of variation (CV) | 6.609852198 |
| Kurtosis | 74.30914161 |
| Mean | 503.5935 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.233191904 |
| Sum | 3021561 |
| Variance | 11080101.24 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5750 | |
| 2546 | 2 | < 0.1% |
| 9690 | 1 | < 0.1% |
| 3371 | 1 | < 0.1% |
| 28001 | 1 | < 0.1% |
| 6185 | 1 | < 0.1% |
| 3798 | 1 | < 0.1% |
| 20483 | 1 | < 0.1% |
| 6669 | 1 | < 0.1% |
| 4796 | 1 | < 0.1% |
| Other values (240) | 240 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 5750 | |
| 1378 | 1 | < 0.1% |
| 1388 | 1 | < 0.1% |
| 1479 | 1 | < 0.1% |
| 1520 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49834 | 1 | |
| 41783 | 1 | |
| 41241 | 1 | |
| 40500 | 1 | |
| 39491 | 1 |
RV_평균잔액_R3M
Real number (ℝ)
Zeros 
| Distinct | 195 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 365.1765 |
| Minimum | 0 |
|---|---|
| Maximum | 42618 |
| Zeros | 5806 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 42618 |
| Range | 42618 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2599.908514 |
|---|---|
| Coefficient of variation (CV) | 7.119594262 |
| Kurtosis | 79.0364526 |
| Mean | 365.1765 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.482669867 |
| Sum | 2191059 |
| Variance | 6759524.281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5806 | |
| 12150 | 1 | < 0.1% |
| 1619 | 1 | < 0.1% |
| 20011 | 1 | < 0.1% |
| 4780 | 1 | < 0.1% |
| 6440 | 1 | < 0.1% |
| 1867 | 1 | < 0.1% |
| 14764 | 1 | < 0.1% |
| 20599 | 1 | < 0.1% |
| 14193 | 1 | < 0.1% |
| Other values (185) | 185 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 5806 | |
| 982 | 1 | < 0.1% |
| 1120 | 1 | < 0.1% |
| 1169 | 1 | < 0.1% |
| 1185 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42618 | 1 | |
| 35816 | 1 | |
| 31582 | 1 | |
| 30883 | 1 | |
| 30180 | 1 |
RV_최대잔액_R3M
Real number (ℝ)
Zeros 
| Distinct | 194 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 423.2755 |
| Minimum | 0 |
|---|---|
| Maximum | 39491 |
| Zeros | 5807 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39491 |
| Range | 39491 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2851.041164 |
|---|---|
| Coefficient of variation (CV) | 6.735663095 |
| Kurtosis | 68.60673342 |
| Mean | 423.2755 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.970625289 |
| Sum | 2539653 |
| Variance | 8128435.721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5807 | |
| 3422 | 1 | < 0.1% |
| 3742 | 1 | < 0.1% |
| 3322 | 1 | < 0.1% |
| 17995 | 1 | < 0.1% |
| 6944 | 1 | < 0.1% |
| 9690 | 1 | < 0.1% |
| 3564 | 1 | < 0.1% |
| 15845 | 1 | < 0.1% |
| 20026 | 1 | < 0.1% |
| Other values (184) | 184 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 5807 | |
| 2073 | 1 | < 0.1% |
| 2077 | 1 | < 0.1% |
| 2334 | 1 | < 0.1% |
| 2351 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39491 | 1 | |
| 36259 | 1 | |
| 34377 | 1 | |
| 32079 | 1 | |
| 31835 | 1 |
잔액_할부_유이자_B0M
Real number (ℝ)
Zeros 
| Distinct | 774 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.3936667 |
| Minimum | 0 |
|---|---|
| Maximum | 15484 |
| Zeros | 5119 |
| Zeros (%) | 85.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3286.05 |
| Maximum | 15484 |
| Range | 15484 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1336.958522 |
|---|---|
| Coefficient of variation (CV) | 2.83017876 |
| Kurtosis | 19.90917402 |
| Mean | 472.3936667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.828635977 |
| Sum | 2834362 |
| Variance | 1787458.089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5119 | |
| 2204 | 4 | 0.1% |
| 1713 | 4 | 0.1% |
| 2399 | 4 | 0.1% |
| 1926 | 4 | 0.1% |
| 2225 | 4 | 0.1% |
| 2579 | 3 | 0.1% |
| 1724 | 3 | 0.1% |
| 2121 | 3 | 0.1% |
| 1532 | 3 | 0.1% |
| Other values (764) | 849 | 14.1% |
| Value | Count | Frequency (%) |
| 0 | 5119 | |
| 1146 | 1 | < 0.1% |
| 1177 | 1 | < 0.1% |
| 1183 | 1 | < 0.1% |
| 1200 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15484 | 1 | |
| 14715 | 1 | |
| 13620 | 1 | |
| 13014 | 1 | |
| 12315 | 1 |
잔액_할부_무이자_B0M
Real number (ℝ)
Zeros 
| Distinct | 1254 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 870.6671667 |
| Minimum | 0 |
|---|---|
| Maximum | 31625 |
| Zeros | 4558 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4650.2 |
| Maximum | 31625 |
| Range | 31625 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2328.933306 |
|---|---|
| Coefficient of variation (CV) | 2.674883578 |
| Kurtosis | 30.630639 |
| Mean | 870.6671667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.705283601 |
| Sum | 5224003 |
| Variance | 5423930.344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4558 | |
| 1070 | 5 | 0.1% |
| 3069 | 4 | 0.1% |
| 2528 | 3 | 0.1% |
| 1234 | 3 | 0.1% |
| 2542 | 3 | 0.1% |
| 2370 | 3 | 0.1% |
| 2539 | 3 | 0.1% |
| 2774 | 3 | 0.1% |
| 1372 | 3 | 0.1% |
| Other values (1244) | 1412 | 23.5% |
| Value | Count | Frequency (%) |
| 0 | 4558 | |
| 653 | 1 | < 0.1% |
| 700 | 1 | < 0.1% |
| 703 | 1 | < 0.1% |
| 707 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31625 | 1 | |
| 29830 | 1 | |
| 25579 | 1 | |
| 24311 | 1 | |
| 23874 | 1 |
잔액_할부_해외_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.018333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 78.87976082 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 1.018333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 6110 |
| Variance | 6222.016667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 6110 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 6110 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6110 | 1 | < 0.1% |
| 0 | 5999 |
연체잔액_CA_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3905 |
| Minimum | 0 |
|---|---|
| Maximum | 8343 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8343 |
| Range | 8343 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 107.7076669 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 1.3905 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 8343 |
| Variance | 11600.9415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 8343 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 8343 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8343 | 1 | < 0.1% |
| 0 | 5999 |
월중평잔
Real number (ℝ)
Zeros 
| Distinct | 3958 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10003.54667 |
| Minimum | 0 |
|---|---|
| Maximum | 330702 |
| Zeros | 1230 |
| Zeros (%) | 20.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 169.25 |
| median | 2624 |
| Q3 | 8631.25 |
| 95-th percentile | 38545.35 |
| Maximum | 330702 |
| Range | 330702 |
| Interquartile range (IQR) | 8462 |
Descriptive statistics
| Standard deviation | 27265.42513 |
|---|---|
| Coefficient of variation (CV) | 2.725575842 |
| Kurtosis | 60.72349431 |
| Mean | 10003.54667 |
| Median Absolute Deviation (MAD) | 2624 |
| Skewness | 6.953172102 |
| Sum | 60021280 |
| Variance | 743403407.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1230 | 20.5% |
| 11 | 23 | 0.4% |
| 13 | 13 | 0.2% |
| 15 | 12 | 0.2% |
| 14 | 11 | 0.2% |
| 12 | 11 | 0.2% |
| 10 | 10 | 0.2% |
| 330702 | 10 | 0.2% |
| 18 | 10 | 0.2% |
| 16 | 10 | 0.2% |
| Other values (3948) | 4660 |
| Value | Count | Frequency (%) |
| 0 | 1230 | |
| 5 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 3 | 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 330702 | 10 | |
| 303757 | 1 | < 0.1% |
| 296644 | 1 | < 0.1% |
| 293400 | 1 | < 0.1% |
| 292607 | 1 | < 0.1% |
월중평잔_일시불
Real number (ℝ)
Zeros 
| Distinct | 3449 |
|---|---|
| Distinct (%) | 57.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4010.1085 |
| Minimum | 0 |
|---|---|
| Maximum | 159129 |
| Zeros | 1412 |
| Zeros (%) | 23.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 1379 |
| Q3 | 4444 |
| 95-th percentile | 17323.8 |
| Maximum | 159129 |
| Range | 159129 |
| Interquartile range (IQR) | 4434 |
Descriptive statistics
| Standard deviation | 7907.306962 |
|---|---|
| Coefficient of variation (CV) | 1.971843645 |
| Kurtosis | 60.93188596 |
| Mean | 4010.1085 |
| Median Absolute Deviation (MAD) | 1379 |
| Skewness | 5.841671296 |
| Sum | 24060651 |
| Variance | 62525503.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1412 | 23.5% |
| 8 | 17 | 0.3% |
| 6 | 16 | 0.3% |
| 7 | 16 | 0.3% |
| 12 | 12 | 0.2% |
| 10 | 11 | 0.2% |
| 9 | 10 | 0.2% |
| 5 | 10 | 0.2% |
| 555 | 9 | 0.1% |
| 4 | 8 | 0.1% |
| Other values (3439) | 4479 |
| Value | Count | Frequency (%) |
| 0 | 1412 | |
| 2 | 1 | < 0.1% |
| 3 | 8 | 0.1% |
| 4 | 8 | 0.1% |
| 5 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 159129 | 1 | |
| 115554 | 1 | |
| 114872 | 1 | |
| 107406 | 1 | |
| 91807 | 1 |
월중평잔_RV일시불
Real number (ℝ)
Zeros 
| Distinct | 990 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1023.974 |
| Minimum | 0 |
|---|---|
| Maximum | 104508 |
| Zeros | 4933 |
| Zeros (%) | 82.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4133.4 |
| Maximum | 104508 |
| Range | 104508 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5120.391112 |
|---|---|
| Coefficient of variation (CV) | 5.000508911 |
| Kurtosis | 125.7619903 |
| Mean | 1023.974 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.10995913 |
| Sum | 6143844 |
| Variance | 26218405.14 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4933 | |
| 1130 | 4 | 0.1% |
| 830 | 4 | 0.1% |
| 2308 | 3 | 0.1% |
| 1653 | 3 | 0.1% |
| 892 | 3 | 0.1% |
| 919 | 3 | 0.1% |
| 1766 | 3 | 0.1% |
| 998 | 2 | < 0.1% |
| 1227 | 2 | < 0.1% |
| Other values (980) | 1040 | 17.3% |
| Value | Count | Frequency (%) |
| 0 | 4933 | |
| 202 | 2 | < 0.1% |
| 205 | 1 | < 0.1% |
| 217 | 1 | < 0.1% |
| 222 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 104508 | 1 | |
| 88426 | 1 | |
| 77650 | 1 | |
| 75808 | 1 | |
| 74025 | 1 |
월중평잔_할부
Real number (ℝ)
Zeros 
| Distinct | 1693 |
|---|---|
| Distinct (%) | 28.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1582.658333 |
| Minimum | 0 |
|---|---|
| Maximum | 67953 |
| Zeros | 4021 |
| Zeros (%) | 67.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1263.5 |
| 95-th percentile | 8062.6 |
| Maximum | 67953 |
| Range | 67953 |
| Interquartile range (IQR) | 1263.5 |
Descriptive statistics
| Standard deviation | 4757.255664 |
|---|---|
| Coefficient of variation (CV) | 3.005863972 |
| Kurtosis | 58.90855636 |
| Mean | 1582.658333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.573737579 |
| Sum | 9495950 |
| Variance | 22631481.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4021 | |
| 723 | 5 | 0.1% |
| 1009 | 4 | 0.1% |
| 1151 | 4 | 0.1% |
| 1265 | 4 | 0.1% |
| 1539 | 4 | 0.1% |
| 1062 | 4 | 0.1% |
| 1124 | 4 | 0.1% |
| 709 | 3 | 0.1% |
| 1615 | 3 | 0.1% |
| Other values (1683) | 1944 |
| Value | Count | Frequency (%) |
| 0 | 4021 | |
| 257 | 1 | < 0.1% |
| 344 | 1 | < 0.1% |
| 346 | 1 | < 0.1% |
| 351 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 67953 | 1 | |
| 67830 | 1 | |
| 67299 | 1 | |
| 66856 | 1 | |
| 57061 | 1 |
월중평잔_CA
Real number (ℝ)
Zeros 
| Distinct | 364 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 697.6073333 |
| Minimum | 0 |
|---|---|
| Maximum | 48421 |
| Zeros | 5632 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3584.95 |
| Maximum | 48421 |
| Range | 48421 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3488.177803 |
|---|---|
| Coefficient of variation (CV) | 5.000202314 |
| Kurtosis | 51.58580674 |
| Mean | 697.6073333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.604331993 |
| Sum | 4185644 |
| Variance | 12167384.38 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5632 | |
| 3468 | 2 | < 0.1% |
| 3282 | 2 | < 0.1% |
| 5284 | 2 | < 0.1% |
| 3174 | 2 | < 0.1% |
| 7495 | 2 | < 0.1% |
| 10994 | 1 | < 0.1% |
| 29596 | 1 | < 0.1% |
| 27412 | 1 | < 0.1% |
| 27013 | 1 | < 0.1% |
| Other values (354) | 354 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 5632 | |
| 1943 | 1 | < 0.1% |
| 1950 | 1 | < 0.1% |
| 1989 | 1 | < 0.1% |
| 2025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48421 | 1 | |
| 48294 | 1 | |
| 44608 | 1 | |
| 41774 | 1 | |
| 38376 | 1 |
월중평잔_카드론
Real number (ℝ)
Zeros 
| Distinct | 379 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2502.972833 |
| Minimum | 0 |
|---|---|
| Maximum | 241790 |
| Zeros | 5621 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 17958.35 |
| Maximum | 241790 |
| Range | 241790 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12220.00338 |
|---|---|
| Coefficient of variation (CV) | 4.88219577 |
| Kurtosis | 67.53774072 |
| Mean | 2502.972833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.070691822 |
| Sum | 15017837 |
| Variance | 149328482.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5621 | |
| 14876 | 2 | < 0.1% |
| 19205 | 1 | < 0.1% |
| 63602 | 1 | < 0.1% |
| 39225 | 1 | < 0.1% |
| 27398 | 1 | < 0.1% |
| 11429 | 1 | < 0.1% |
| 121052 | 1 | < 0.1% |
| 16290 | 1 | < 0.1% |
| 74198 | 1 | < 0.1% |
| Other values (369) | 369 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 5621 | |
| 6562 | 1 | < 0.1% |
| 6821 | 1 | < 0.1% |
| 7130 | 1 | < 0.1% |
| 7341 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 241790 | 1 | |
| 170618 | 1 | |
| 153492 | 1 | |
| 138576 | 1 | |
| 121052 | 1 |
평잔_3M
Real number (ℝ)
Zeros 
| Distinct | 4053 |
|---|---|
| Distinct (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10521.96233 |
| Minimum | 0 |
|---|---|
| Maximum | 311938 |
| Zeros | 1109 |
| Zeros (%) | 18.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 198 |
| median | 2781.5 |
| Q3 | 8954.25 |
| 95-th percentile | 39326.65 |
| Maximum | 311938 |
| Range | 311938 |
| Interquartile range (IQR) | 8756.25 |
Descriptive statistics
| Standard deviation | 28135.41358 |
|---|---|
| Coefficient of variation (CV) | 2.673970186 |
| Kurtosis | 52.95162169 |
| Mean | 10521.96233 |
| Median Absolute Deviation (MAD) | 2781.5 |
| Skewness | 6.567514956 |
| Sum | 63131774 |
| Variance | 791601497.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1109 | 18.5% |
| 8 | 24 | 0.4% |
| 9 | 18 | 0.3% |
| 10 | 16 | 0.3% |
| 12 | 15 | 0.2% |
| 7 | 13 | 0.2% |
| 311938 | 11 | 0.2% |
| 6 | 11 | 0.2% |
| 11 | 10 | 0.2% |
| 14 | 8 | 0.1% |
| Other values (4043) | 4765 |
| Value | Count | Frequency (%) |
| 0 | 1109 | |
| 4 | 3 | 0.1% |
| 6 | 11 | 0.2% |
| 7 | 13 | 0.2% |
| 8 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 311938 | 11 | |
| 303405 | 1 | < 0.1% |
| 302116 | 1 | < 0.1% |
| 288970 | 1 | < 0.1% |
| 287527 | 1 | < 0.1% |
평잔_일시불_3M
Real number (ℝ)
Zeros 
| Distinct | 3554 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4314.9525 |
| Minimum | 0 |
|---|---|
| Maximum | 184276 |
| Zeros | 1249 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 65.75 |
| median | 1545.5 |
| Q3 | 4800.25 |
| 95-th percentile | 18559 |
| Maximum | 184276 |
| Range | 184276 |
| Interquartile range (IQR) | 4734.5 |
Descriptive statistics
| Standard deviation | 8291.159224 |
|---|---|
| Coefficient of variation (CV) | 1.9214949 |
| Kurtosis | 66.83257029 |
| Mean | 4314.9525 |
| Median Absolute Deviation (MAD) | 1545.5 |
| Skewness | 5.833033231 |
| Sum | 25889715 |
| Variance | 68743321.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1249 | 20.8% |
| 5 | 27 | 0.4% |
| 7 | 19 | 0.3% |
| 6 | 17 | 0.3% |
| 8 | 14 | 0.2% |
| 3 | 14 | 0.2% |
| 9 | 14 | 0.2% |
| 4 | 13 | 0.2% |
| 150 | 9 | 0.1% |
| 10 | 8 | 0.1% |
| Other values (3544) | 4616 |
| Value | Count | Frequency (%) |
| 0 | 1249 | |
| 2 | 4 | 0.1% |
| 3 | 14 | 0.2% |
| 4 | 13 | 0.2% |
| 5 | 27 | 0.4% |
| Value | Count | Frequency (%) |
| 184276 | 1 | |
| 133923 | 1 | |
| 93229 | 1 | |
| 92765 | 1 | |
| 91943 | 1 |
평잔_일시불_해외_3M
Real number (ℝ)
Zeros 
| Distinct | 350 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.56533333 |
| Minimum | 0 |
|---|---|
| Maximum | 1410 |
| Zeros | 5323 |
| Zeros (%) | 88.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 364 |
| Maximum | 1410 |
| Range | 1410 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 135.3485942 |
|---|---|
| Coefficient of variation (CV) | 3.037082504 |
| Kurtosis | 13.6099013 |
| Mean | 44.56533333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.430729664 |
| Sum | 267392 |
| Variance | 18319.24194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5323 | |
| 303 | 7 | 0.1% |
| 355 | 6 | 0.1% |
| 325 | 6 | 0.1% |
| 264 | 5 | 0.1% |
| 353 | 5 | 0.1% |
| 396 | 5 | 0.1% |
| 279 | 5 | 0.1% |
| 284 | 5 | 0.1% |
| 302 | 5 | 0.1% |
| Other values (340) | 628 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 5323 | |
| 167 | 1 | < 0.1% |
| 176 | 1 | < 0.1% |
| 191 | 1 | < 0.1% |
| 194 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1410 | 1 | |
| 1191 | 1 | |
| 1091 | 1 | |
| 1081 | 1 | |
| 1068 | 1 |
평잔_RV일시불_3M
Real number (ℝ)
Zeros 
| Distinct | 1005 |
|---|---|
| Distinct (%) | 16.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1109.814667 |
| Minimum | 0 |
|---|---|
| Maximum | 127059 |
| Zeros | 4917 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4362.2 |
| Maximum | 127059 |
| Range | 127059 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5915.90621 |
|---|---|
| Coefficient of variation (CV) | 5.330535257 |
| Kurtosis | 146.8493862 |
| Mean | 1109.814667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.84633717 |
| Sum | 6658888 |
| Variance | 34997946.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4917 | |
| 2092 | 3 | 0.1% |
| 494 | 3 | 0.1% |
| 695 | 3 | 0.1% |
| 2857 | 3 | 0.1% |
| 2700 | 3 | 0.1% |
| 1909 | 2 | < 0.1% |
| 1610 | 2 | < 0.1% |
| 2708 | 2 | < 0.1% |
| 1063 | 2 | < 0.1% |
| Other values (995) | 1060 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 4917 | |
| 158 | 1 | < 0.1% |
| 168 | 1 | < 0.1% |
| 171 | 1 | < 0.1% |
| 176 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 127059 | 1 | |
| 120524 | 1 | |
| 96152 | 1 | |
| 86633 | 1 | |
| 85028 | 1 |
평잔_RV일시불_해외_3M
Real number (ℝ)
Zeros 
| Distinct | 130 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.34733333 |
| Minimum | 0 |
|---|---|
| Maximum | 693 |
| Zeros | 5823 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 693 |
| Range | 693 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 71.94890641 |
|---|---|
| Coefficient of variation (CV) | 5.82708059 |
| Kurtosis | 33.74300617 |
| Mean | 12.34733333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.860251315 |
| Sum | 74084 |
| Variance | 5176.645134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5823 | |
| 404 | 4 | 0.1% |
| 368 | 3 | 0.1% |
| 420 | 3 | 0.1% |
| 466 | 3 | 0.1% |
| 492 | 3 | 0.1% |
| 508 | 3 | 0.1% |
| 389 | 3 | 0.1% |
| 415 | 3 | 0.1% |
| 335 | 3 | 0.1% |
| Other values (120) | 149 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 5823 | |
| 247 | 1 | < 0.1% |
| 277 | 1 | < 0.1% |
| 280 | 2 | < 0.1% |
| 298 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 693 | 1 | |
| 691 | 1 | |
| 621 | 1 | |
| 613 | 1 | |
| 607 | 1 |
평잔_할부_3M
Real number (ℝ)
Zeros 
| Distinct | 1859 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1911.613 |
| Minimum | 0 |
|---|---|
| Maximum | 74477 |
| Zeros | 3811 |
| Zeros (%) | 63.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1346.25 |
| 95-th percentile | 9647.85 |
| Maximum | 74477 |
| Range | 74477 |
| Interquartile range (IQR) | 1346.25 |
Descriptive statistics
| Standard deviation | 5733.359763 |
|---|---|
| Coefficient of variation (CV) | 2.999226184 |
| Kurtosis | 47.33364695 |
| Mean | 1911.613 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.077804681 |
| Sum | 11469678 |
| Variance | 32871414.17 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3811 | |
| 766 | 5 | 0.1% |
| 616 | 4 | 0.1% |
| 420 | 4 | 0.1% |
| 290 | 4 | 0.1% |
| 1859 | 4 | 0.1% |
| 2252 | 4 | 0.1% |
| 3156 | 4 | 0.1% |
| 400 | 3 | 0.1% |
| 403 | 3 | 0.1% |
| Other values (1849) | 2154 |
| Value | Count | Frequency (%) |
| 0 | 3811 | |
| 140 | 1 | < 0.1% |
| 151 | 1 | < 0.1% |
| 154 | 1 | < 0.1% |
| 163 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 74477 | 1 | |
| 71712 | 1 | |
| 62774 | 1 | |
| 62492 | 1 | |
| 61831 | 1 |
평잔_할부_해외_3M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6175 |
| Minimum | 0 |
|---|---|
| Maximum | 4492 |
| Zeros | 5995 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4492 |
| Range | 4492 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 125.3179993 |
|---|---|
| Coefficient of variation (CV) | 34.642156 |
| Kurtosis | 1199.506924 |
| Mean | 3.6175 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.64437156 |
| Sum | 21705 |
| Variance | 15704.60096 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 4492 | 1 | < 0.1% |
| 4175 | 1 | < 0.1% |
| 4336 | 1 | < 0.1% |
| 4447 | 1 | < 0.1% |
| 4255 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 4175 | 1 | < 0.1% |
| 4255 | 1 | < 0.1% |
| 4336 | 1 | < 0.1% |
| 4447 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4492 | 1 | |
| 4447 | 1 | |
| 4336 | 1 | |
| 4255 | 1 | |
| 4175 | 1 |
평잔_CA_3M
Real number (ℝ)
Zeros 
| Distinct | 480 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 796.9105 |
| Minimum | 0 |
|---|---|
| Maximum | 71559 |
| Zeros | 5508 |
| Zeros (%) | 91.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2956.25 |
| Maximum | 71559 |
| Range | 71559 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4150.482577 |
|---|---|
| Coefficient of variation (CV) | 5.208216704 |
| Kurtosis | 73.74797962 |
| Mean | 796.9105 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.657271394 |
| Sum | 4781463 |
| Variance | 17226505.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5508 | |
| 1145 | 3 | 0.1% |
| 880 | 3 | 0.1% |
| 1422 | 2 | < 0.1% |
| 1321 | 2 | < 0.1% |
| 1872 | 2 | < 0.1% |
| 1045 | 2 | < 0.1% |
| 1160 | 2 | < 0.1% |
| 24424 | 2 | < 0.1% |
| 1177 | 2 | < 0.1% |
| Other values (470) | 472 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 5508 | |
| 552 | 1 | < 0.1% |
| 626 | 1 | < 0.1% |
| 686 | 1 | < 0.1% |
| 754 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 71559 | 1 | |
| 61464 | 1 | |
| 60056 | 1 | |
| 54361 | 1 | |
| 52527 | 1 |
평잔_CA_해외_3M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3038333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1823 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1823 |
| Range | 1823 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.5348288 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.3038333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1823 |
| Variance | 553.8881667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1823 | 1 | < 0.1% |
| 0 | 5999 |
평잔_카드론_3M
Real number (ℝ)
Zeros 
| Distinct | 396 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2770.399667 |
| Minimum | 0 |
|---|---|
| Maximum | 230000 |
| Zeros | 5603 |
| Zeros (%) | 93.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 17147.9 |
| Maximum | 230000 |
| Range | 230000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14078.45754 |
|---|---|
| Coefficient of variation (CV) | 5.081742431 |
| Kurtosis | 72.90135005 |
| Mean | 2770.399667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.521201985 |
| Sum | 16622398 |
| Variance | 198202966.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5603 | |
| 230000 | 2 | < 0.1% |
| 4064 | 2 | < 0.1% |
| 17660 | 1 | < 0.1% |
| 85990 | 1 | < 0.1% |
| 220996 | 1 | < 0.1% |
| 6104 | 1 | < 0.1% |
| 43004 | 1 | < 0.1% |
| 83979 | 1 | < 0.1% |
| 42891 | 1 | < 0.1% |
| Other values (386) | 386 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 5603 | |
| 3551 | 1 | < 0.1% |
| 3828 | 1 | < 0.1% |
| 3894 | 1 | < 0.1% |
| 3960 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 230000 | 2 | |
| 220996 | 1 | |
| 195428 | 1 | |
| 170544 | 1 | |
| 144315 | 1 |
평잔_6M
Real number (ℝ)
Zeros 
| Distinct | 4158 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11523.00033 |
| Minimum | 0 |
|---|---|
| Maximum | 299154 |
| Zeros | 896 |
| Zeros (%) | 14.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 304.75 |
| median | 3033.5 |
| Q3 | 10045.25 |
| 95-th percentile | 46907.55 |
| Maximum | 299154 |
| Range | 299154 |
| Interquartile range (IQR) | 9740.5 |
Descriptive statistics
| Standard deviation | 28970.18314 |
|---|---|
| Coefficient of variation (CV) | 2.514118051 |
| Kurtosis | 44.07462462 |
| Mean | 11523.00033 |
| Median Absolute Deviation (MAD) | 3033.5 |
| Skewness | 5.980950668 |
| Sum | 69138002 |
| Variance | 839271510.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 896 | 14.9% |
| 9 | 20 | 0.3% |
| 11 | 20 | 0.3% |
| 8 | 15 | 0.2% |
| 13 | 14 | 0.2% |
| 299154 | 14 | 0.2% |
| 7 | 11 | 0.2% |
| 10 | 9 | 0.1% |
| 12 | 7 | 0.1% |
| 28 | 6 | 0.1% |
| Other values (4148) | 4988 |
| Value | Count | Frequency (%) |
| 0 | 896 | |
| 4 | 1 | < 0.1% |
| 5 | 5 | 0.1% |
| 6 | 5 | 0.1% |
| 7 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 299154 | 14 | |
| 295443 | 1 | < 0.1% |
| 275497 | 1 | < 0.1% |
| 266538 | 1 | < 0.1% |
| 257535 | 1 | < 0.1% |
평잔_일시불_6M
Real number (ℝ)
Zeros 
| Distinct | 3652 |
|---|---|
| Distinct (%) | 60.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4414.9365 |
| Minimum | 0 |
|---|---|
| Maximum | 117088 |
| Zeros | 985 |
| Zeros (%) | 16.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 141.75 |
| median | 1594.5 |
| Q3 | 4960.5 |
| 95-th percentile | 18600.1 |
| Maximum | 117088 |
| Range | 117088 |
| Interquartile range (IQR) | 4818.75 |
Descriptive statistics
| Standard deviation | 7990.329672 |
|---|---|
| Coefficient of variation (CV) | 1.809840226 |
| Kurtosis | 29.01054101 |
| Mean | 4414.9365 |
| Median Absolute Deviation (MAD) | 1594.5 |
| Skewness | 4.300360489 |
| Sum | 26489619 |
| Variance | 63845368.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 985 | 16.4% |
| 6 | 26 | 0.4% |
| 5 | 24 | 0.4% |
| 8 | 21 | 0.4% |
| 9 | 12 | 0.2% |
| 4 | 12 | 0.2% |
| 7 | 11 | 0.2% |
| 3 | 10 | 0.2% |
| 24 | 9 | 0.1% |
| 11 | 8 | 0.1% |
| Other values (3642) | 4882 |
| Value | Count | Frequency (%) |
| 0 | 985 | |
| 2 | 1 | < 0.1% |
| 3 | 10 | 0.2% |
| 4 | 12 | 0.2% |
| 5 | 24 | 0.4% |
| Value | Count | Frequency (%) |
| 117088 | 1 | |
| 98397 | 1 | |
| 98202 | 1 | |
| 85826 | 1 | |
| 80125 | 1 |
평잔_일시불_해외_6M
Real number (ℝ)
Zeros 
| Distinct | 393 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.228 |
| Minimum | 0 |
|---|---|
| Maximum | 1887 |
| Zeros | 5232 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 348 |
| Maximum | 1887 |
| Range | 1887 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 143.3311166 |
|---|---|
| Coefficient of variation (CV) | 3.034875849 |
| Kurtosis | 24.33500697 |
| Mean | 47.228 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.176119 |
| Sum | 283368 |
| Variance | 20543.80898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5232 | |
| 275 | 7 | 0.1% |
| 290 | 7 | 0.1% |
| 268 | 7 | 0.1% |
| 261 | 6 | 0.1% |
| 246 | 6 | 0.1% |
| 312 | 6 | 0.1% |
| 294 | 6 | 0.1% |
| 299 | 5 | 0.1% |
| 289 | 5 | 0.1% |
| Other values (383) | 713 | 11.9% |
| Value | Count | Frequency (%) |
| 0 | 5232 | |
| 85 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 146 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1887 | 1 | |
| 1570 | 1 | |
| 1490 | 1 | |
| 1487 | 1 | |
| 1345 | 1 |
평잔_RV일시불_6M
Real number (ℝ)
Zeros 
| Distinct | 1045 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1140.370667 |
| Minimum | 0 |
|---|---|
| Maximum | 100267 |
| Zeros | 4884 |
| Zeros (%) | 81.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4656.05 |
| Maximum | 100267 |
| Range | 100267 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5885.196794 |
|---|---|
| Coefficient of variation (CV) | 5.160775321 |
| Kurtosis | 123.7885718 |
| Mean | 1140.370667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.18145053 |
| Sum | 6842224 |
| Variance | 34635541.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4884 | |
| 2174 | 3 | 0.1% |
| 3550 | 2 | < 0.1% |
| 895 | 2 | < 0.1% |
| 574 | 2 | < 0.1% |
| 893 | 2 | < 0.1% |
| 3580 | 2 | < 0.1% |
| 416 | 2 | < 0.1% |
| 1722 | 2 | < 0.1% |
| 1480 | 2 | < 0.1% |
| Other values (1035) | 1097 | 18.3% |
| Value | Count | Frequency (%) |
| 0 | 4884 | |
| 138 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| 164 | 1 | < 0.1% |
| 168 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100267 | 1 | |
| 99940 | 1 | |
| 98646 | 1 | |
| 98464 | 1 | |
| 85149 | 1 |
평잔_RV일시불_해외_6M
Real number (ℝ)
Zeros 
| Distinct | 145 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.49433333 |
| Minimum | 0 |
|---|---|
| Maximum | 662 |
| Zeros | 5808 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 662 |
| Range | 662 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 64.91317731 |
|---|---|
| Coefficient of variation (CV) | 5.647406894 |
| Kurtosis | 34.09496041 |
| Mean | 11.49433333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.810997353 |
| Sum | 68966 |
| Variance | 4213.720588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5808 | |
| 339 | 4 | 0.1% |
| 430 | 3 | 0.1% |
| 410 | 3 | 0.1% |
| 323 | 3 | 0.1% |
| 381 | 3 | 0.1% |
| 327 | 3 | 0.1% |
| 338 | 3 | 0.1% |
| 308 | 3 | 0.1% |
| 345 | 3 | 0.1% |
| Other values (135) | 164 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 5808 | |
| 169 | 1 | < 0.1% |
| 219 | 1 | < 0.1% |
| 229 | 1 | < 0.1% |
| 238 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 662 | 1 | |
| 617 | 1 | |
| 606 | 1 | |
| 598 | 1 | |
| 588 | 1 |
평잔_할부_6M
Real number (ℝ)
Zeros 
| Distinct | 2133 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2297.632667 |
| Minimum | 0 |
|---|---|
| Maximum | 94878 |
| Zeros | 3451 |
| Zeros (%) | 57.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1710.25 |
| 95-th percentile | 11323.35 |
| Maximum | 94878 |
| Range | 94878 |
| Interquartile range (IQR) | 1710.25 |
Descriptive statistics
| Standard deviation | 6642.460097 |
|---|---|
| Coefficient of variation (CV) | 2.891001766 |
| Kurtosis | 52.03237456 |
| Mean | 2297.632667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.192719431 |
| Sum | 13785796 |
| Variance | 44122276.14 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3451 | |
| 344 | 5 | 0.1% |
| 688 | 5 | 0.1% |
| 232 | 5 | 0.1% |
| 299 | 4 | 0.1% |
| 326 | 4 | 0.1% |
| 309 | 4 | 0.1% |
| 785 | 4 | 0.1% |
| 1158 | 4 | 0.1% |
| 592 | 4 | 0.1% |
| Other values (2123) | 2510 |
| Value | Count | Frequency (%) |
| 0 | 3451 | |
| 95 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| 161 | 1 | < 0.1% |
| 169 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 94878 | 1 | |
| 93430 | 1 | |
| 82664 | 1 | |
| 81927 | 1 | |
| 80860 | 1 |
평잔_할부_해외_6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.078666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1364 |
| Zeros | 5995 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1364 |
| Range | 1364 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37.36826028 |
|---|---|
| Coefficient of variation (CV) | 34.64301014 |
| Kurtosis | 1199.879893 |
| Mean | 1.078666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.64791006 |
| Sum | 6472 |
| Variance | 1396.386876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 1292 | 1 | < 0.1% |
| 1264 | 1 | < 0.1% |
| 1269 | 1 | < 0.1% |
| 1364 | 1 | < 0.1% |
| 1283 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 1264 | 1 | < 0.1% |
| 1269 | 1 | < 0.1% |
| 1283 | 1 | < 0.1% |
| 1292 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1364 | 1 | |
| 1292 | 1 | |
| 1283 | 1 | |
| 1269 | 1 | |
| 1264 | 1 |
평잔_CA_6M
Real number (ℝ)
Zeros 
| Distinct | 548 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 835.7488333 |
| Minimum | 0 |
|---|---|
| Maximum | 75920 |
| Zeros | 5419 |
| Zeros (%) | 90.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2903.7 |
| Maximum | 75920 |
| Range | 75920 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4412.984431 |
|---|---|
| Coefficient of variation (CV) | 5.280275909 |
| Kurtosis | 93.71766703 |
| Mean | 835.7488333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.391192419 |
| Sum | 5014493 |
| Variance | 19474431.59 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5419 | |
| 596 | 3 | 0.1% |
| 2823 | 3 | 0.1% |
| 981 | 3 | 0.1% |
| 568 | 3 | 0.1% |
| 616 | 3 | 0.1% |
| 832 | 2 | < 0.1% |
| 2465 | 2 | < 0.1% |
| 1024 | 2 | < 0.1% |
| 452 | 2 | < 0.1% |
| Other values (538) | 558 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 5419 | |
| 222 | 1 | < 0.1% |
| 238 | 1 | < 0.1% |
| 321 | 1 | < 0.1% |
| 332 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 75920 | 1 | |
| 75000 | 1 | |
| 71621 | 1 | |
| 67270 | 1 | |
| 66225 | 1 |
평잔_CA_해외_6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2058333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1235 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1235 |
| Range | 1235 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15.94378144 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.2058333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1235 |
| Variance | 254.2041667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1235 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1235 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1235 | 1 | < 0.1% |
| 0 | 5999 |
평잔_카드론_6M
Real number (ℝ)
Zeros 
| Distinct | 418 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3116.663833 |
| Minimum | 0 |
|---|---|
| Maximum | 225000 |
| Zeros | 5581 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19819.75 |
| Maximum | 225000 |
| Range | 225000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15425.1138 |
|---|---|
| Coefficient of variation (CV) | 4.949238874 |
| Kurtosis | 62.12367819 |
| Mean | 3116.663833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.079706525 |
| Sum | 18699983 |
| Variance | 237934135.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5581 | |
| 225000 | 2 | < 0.1% |
| 24151 | 2 | < 0.1% |
| 23705 | 1 | < 0.1% |
| 88796 | 1 | < 0.1% |
| 102799 | 1 | < 0.1% |
| 24670 | 1 | < 0.1% |
| 37909 | 1 | < 0.1% |
| 14943 | 1 | < 0.1% |
| 119951 | 1 | < 0.1% |
| Other values (408) | 408 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 5581 | |
| 2519 | 1 | < 0.1% |
| 2690 | 1 | < 0.1% |
| 2924 | 1 | < 0.1% |
| 2929 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 225000 | 2 | |
| 220696 | 1 | |
| 191790 | 1 | |
| 185499 | 1 | |
| 174935 | 1 |
인입횟수_ARS_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9706666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 176 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1687531782 |
|---|---|
| Coefficient of variation (CV) | 0.1738528622 |
| Kurtosis | 29.14641171 |
| Mean | 0.9706666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.580026555 |
| Sum | 5824 |
| Variance | 0.02847763516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5824 | |
| 0 | 176 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 176 | 2.9% |
| 1 | 5824 |
| Value | Count | Frequency (%) |
| 1 | 5824 | |
| 0 | 176 | 2.9% |
이용메뉴건수_ARS_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9813333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 173 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2167780455 |
|---|---|
| Coefficient of variation (CV) | 0.2209015409 |
| Kurtosis | 41.38486891 |
| Mean | 0.9813333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8810726682 |
| Sum | 5888 |
| Variance | 0.04699272101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5791 | |
| 0 | 173 | 2.9% |
| 3 | 25 | 0.4% |
| 2 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 173 | 2.9% |
| 1 | 5791 | |
| 2 | 11 | 0.2% |
| 3 | 25 | 0.4% |
| Value | Count | Frequency (%) |
| 3 | 25 | 0.4% |
| 2 | 11 | 0.2% |
| 1 | 5791 | |
| 0 | 173 | 2.9% |
인입일수_ARS_R6M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8696666667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 4252 |
| Zeros (%) | 70.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.965025049 |
|---|---|
| Coefficient of variation (CV) | 2.259515196 |
| Kurtosis | 10.97964624 |
| Mean | 0.8696666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.181174874 |
| Sum | 5218 |
| Variance | 3.861323443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4252 | |
| 1 | 626 | 10.4% |
| 2 | 468 | 7.8% |
| 3 | 203 | 3.4% |
| 4 | 110 | 1.8% |
| 5 | 85 | 1.4% |
| 9 | 61 | 1.0% |
| 6 | 58 | 1.0% |
| 10 | 54 | 0.9% |
| 7 | 28 | 0.5% |
| Other values (3) | 55 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4252 | |
| 1 | 626 | 10.4% |
| 2 | 468 | 7.8% |
| 3 | 203 | 3.4% |
| 4 | 110 | 1.8% |
| Value | Count | Frequency (%) |
| 12 | 25 | |
| 11 | 3 | 0.1% |
| 10 | 54 | |
| 9 | 61 | |
| 8 | 27 |
인입월수_ARS_R6M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5298333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4310 |
| Zeros (%) | 71.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.174736839 |
|---|---|
| Coefficient of variation (CV) | 2.217181828 |
| Kurtosis | 12.11397862 |
| Mean | 0.5298333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.315946747 |
| Sum | 3179 |
| Variance | 1.38000664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4310 | |
| 1 | 970 | 16.2% |
| 2 | 518 | 8.6% |
| 6 | 189 | 3.1% |
| 3 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4310 | |
| 1 | 970 | 16.2% |
| 2 | 518 | 8.6% |
| 3 | 13 | 0.2% |
| 6 | 189 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 189 | 3.1% |
| 3 | 13 | 0.2% |
| 2 | 518 | 8.6% |
| 1 | 970 | 16.2% |
| 0 | 4310 |
인입후경과월_ARS
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.689 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 4713 |
| Zeros (%) | 78.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.468209206 |
|---|---|
| Coefficient of variation (CV) | 2.13092773 |
| Kurtosis | 2.404769547 |
| Mean | 0.689 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.970052024 |
| Sum | 4134 |
| Variance | 2.155638273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4713 | |
| 5 | 310 | 5.2% |
| 4 | 286 | 4.8% |
| 3 | 258 | 4.3% |
| 2 | 233 | 3.9% |
| 1 | 200 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 4713 | |
| 1 | 200 | 3.3% |
| 2 | 233 | 3.9% |
| 3 | 258 | 4.3% |
| 4 | 286 | 4.8% |
| Value | Count | Frequency (%) |
| 5 | 310 | |
| 4 | 286 | |
| 3 | 258 | |
| 2 | 233 | |
| 1 | 200 |
인입횟수_ARS_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1278333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5633 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5058339156 |
|---|---|
| Coefficient of variation (CV) | 3.956979783 |
| Kurtosis | 13.18401461 |
| Mean | 0.1278333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.815922995 |
| Sum | 767 |
| Variance | 0.2558679502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5633 | |
| 2 | 334 | 5.6% |
| 3 | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5633 | |
| 2 | 334 | 5.6% |
| 3 | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 3 | 33 | 0.5% |
| 2 | 334 | 5.6% |
| 0 | 5633 |
이용메뉴건수_ARS_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.313 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5638 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.240814626 |
|---|---|
| Coefficient of variation (CV) | 3.964263982 |
| Kurtosis | 12.23974342 |
| Mean | 0.313 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.750792646 |
| Sum | 1878 |
| Variance | 1.539620937 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5638 | |
| 5 | 268 | 4.5% |
| 6 | 81 | 1.4% |
| 4 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5638 | |
| 4 | 13 | 0.2% |
| 5 | 268 | 4.5% |
| 6 | 81 | 1.4% |
| Value | Count | Frequency (%) |
| 6 | 81 | 1.4% |
| 5 | 268 | 4.5% |
| 4 | 13 | 0.2% |
| 0 | 5638 |
인입일수_ARS_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.103 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5634 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4200242891 |
|---|---|
| Coefficient of variation (CV) | 4.077905719 |
| Kurtosis | 14.89312413 |
| Mean | 0.103 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.042493375 |
| Sum | 618 |
| Variance | 0.1764204034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5634 | |
| 2 | 252 | 4.2% |
| 1 | 114 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 5634 | |
| 1 | 114 | 1.9% |
| 2 | 252 | 4.2% |
| Value | Count | Frequency (%) |
| 2 | 252 | 4.2% |
| 1 | 114 | 1.9% |
| 0 | 5634 |
방문횟수_PC_R6M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0215 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 167 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3184147945 |
|---|---|
| Coefficient of variation (CV) | 0.3117129657 |
| Kurtosis | 21.71038221 |
| Mean | 1.0215 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.818694021 |
| Sum | 6129 |
| Variance | 0.1013879813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5609 | |
| 0 | 167 | 2.8% |
| 2 | 154 | 2.6% |
| 3 | 68 | 1.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 167 | 2.8% |
| 1 | 5609 | |
| 2 | 154 | 2.6% |
| 3 | 68 | 1.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 2 | < 0.1% |
| 3 | 68 | 1.1% |
| 2 | 154 | 2.6% |
| 1 | 5609 | |
| 0 | 167 | 2.8% |
방문일수_PC_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9835 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 230 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2467885075 |
|---|---|
| Coefficient of variation (CV) | 0.2509288332 |
| Kurtosis | 14.91337982 |
| Mean | 0.9835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.6976776494 |
| Sum | 5901 |
| Variance | 0.06090456743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5642 | |
| 0 | 230 | 3.8% |
| 2 | 125 | 2.1% |
| 3 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 230 | 3.8% |
| 1 | 5642 | |
| 2 | 125 | 2.1% |
| 3 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.1% |
| 2 | 125 | 2.1% |
| 1 | 5642 | |
| 0 | 230 | 3.8% |
방문월수_PC_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4248333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5202 |
| Zeros (%) | 86.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.412450285 |
|---|---|
| Coefficient of variation (CV) | 3.324716246 |
| Kurtosis | 11.18419236 |
| Mean | 0.4248333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.570781453 |
| Sum | 2549 |
| Variance | 1.995015808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5202 | |
| 1 | 447 | 7.4% |
| 6 | 350 | 5.8% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5202 | |
| 1 | 447 | 7.4% |
| 2 | 1 | < 0.1% |
| 6 | 350 | 5.8% |
| Value | Count | Frequency (%) |
| 6 | 350 | 5.8% |
| 2 | 1 | < 0.1% |
| 1 | 447 | 7.4% |
| 0 | 5202 |
방문후경과월_PC_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.451 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 392 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.610703178 |
|---|---|
| Coefficient of variation (CV) | 0.2954876496 |
| Kurtosis | 6.332300067 |
| Mean | 5.451 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.820511514 |
| Sum | 32706 |
| Variance | 2.594364727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5276 | |
| 0 | 392 | 6.5% |
| 2 | 77 | 1.3% |
| 3 | 72 | 1.2% |
| 4 | 71 | 1.2% |
| 5 | 71 | 1.2% |
| 1 | 41 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 392 | |
| 1 | 41 | 0.7% |
| 2 | 77 | 1.3% |
| 3 | 72 | 1.2% |
| 4 | 71 | 1.2% |
| Value | Count | Frequency (%) |
| 6 | 5276 | |
| 5 | 71 | 1.2% |
| 4 | 71 | 1.2% |
| 3 | 72 | 1.2% |
| 2 | 77 | 1.3% |
방문횟수_앱_R6M
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.167833333 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 230 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8161554124 |
|---|---|
| Coefficient of variation (CV) | 0.6988629191 |
| Kurtosis | 16.80496174 |
| Mean | 1.167833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.829338911 |
| Sum | 7007 |
| Variance | 0.6661096572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5271 | |
| 0 | 230 | 3.8% |
| 2 | 146 | 2.4% |
| 3 | 135 | 2.2% |
| 4 | 102 | 1.7% |
| 5 | 73 | 1.2% |
| 6 | 35 | 0.6% |
| 7 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 230 | 3.8% |
| 1 | 5271 | |
| 2 | 146 | 2.4% |
| 3 | 135 | 2.2% |
| 4 | 102 | 1.7% |
| Value | Count | Frequency (%) |
| 7 | 8 | 0.1% |
| 6 | 35 | 0.6% |
| 5 | 73 | |
| 4 | 102 | |
| 3 | 135 |
방문일수_앱_R6M
Real number (ℝ)
Zeros 
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.438 |
| Minimum | 0 |
|---|---|
| Maximum | 56 |
| Zeros | 4699 |
| Zeros (%) | 78.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 26.05 |
| Maximum | 56 |
| Range | 56 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.183366033 |
|---|---|
| Coefficient of variation (CV) | 2.671136135 |
| Kurtosis | 10.17453471 |
| Mean | 3.438 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.206883112 |
| Sum | 20628 |
| Variance | 84.3342117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4699 | |
| 5 | 104 | 1.7% |
| 3 | 99 | 1.7% |
| 4 | 97 | 1.6% |
| 2 | 84 | 1.4% |
| 6 | 61 | 1.0% |
| 7 | 55 | 0.9% |
| 9 | 55 | 0.9% |
| 8 | 44 | 0.7% |
| 1 | 39 | 0.7% |
| Other values (47) | 663 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 4699 | |
| 1 | 39 | 0.7% |
| 2 | 84 | 1.4% |
| 3 | 99 | 1.7% |
| 4 | 97 | 1.6% |
| Value | Count | Frequency (%) |
| 56 | 2 | < 0.1% |
| 55 | 1 | < 0.1% |
| 54 | 5 | |
| 53 | 6 | |
| 52 | 7 |
방문월수_앱_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9675 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4673 |
| Zeros (%) | 77.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.065144358 |
|---|---|
| Coefficient of variation (CV) | 2.134516133 |
| Kurtosis | 1.542102792 |
| Mean | 0.9675 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.841776601 |
| Sum | 5805 |
| Variance | 4.26482122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4673 | |
| 6 | 653 | 10.9% |
| 1 | 331 | 5.5% |
| 5 | 260 | 4.3% |
| 4 | 40 | 0.7% |
| 2 | 33 | 0.5% |
| 3 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4673 | |
| 1 | 331 | 5.5% |
| 2 | 33 | 0.5% |
| 3 | 10 | 0.2% |
| 4 | 40 | 0.7% |
| Value | Count | Frequency (%) |
| 6 | 653 | |
| 5 | 260 | 4.3% |
| 4 | 40 | 0.7% |
| 3 | 10 | 0.2% |
| 2 | 33 | 0.5% |
방문후경과월_앱_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.84 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1028 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.312493158 |
|---|---|
| Coefficient of variation (CV) | 0.4777878425 |
| Kurtosis | 0.4535214389 |
| Mean | 4.84 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.54605342 |
| Sum | 29040 |
| Variance | 5.347624604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4736 | |
| 0 | 1028 | 17.1% |
| 1 | 73 | 1.2% |
| 2 | 47 | 0.8% |
| 3 | 42 | 0.7% |
| 4 | 39 | 0.7% |
| 5 | 35 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 73 | 1.2% |
| 2 | 47 | 0.8% |
| 3 | 42 | 0.7% |
| 4 | 39 | 0.7% |
| Value | Count | Frequency (%) |
| 6 | 4736 | |
| 5 | 35 | 0.6% |
| 4 | 39 | 0.7% |
| 3 | 42 | 0.7% |
| 2 | 47 | 0.8% |
방문횟수_모바일웹_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07083333333 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5894 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5334135924 |
|---|---|
| Coefficient of variation (CV) | 7.530544834 |
| Kurtosis | 55.97199012 |
| Mean | 0.07083333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.541549758 |
| Sum | 425 |
| Variance | 0.2845300606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5894 | |
| 4 | 73 | 1.2% |
| 5 | 17 | 0.3% |
| 3 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5894 | |
| 3 | 16 | 0.3% |
| 4 | 73 | 1.2% |
| 5 | 17 | 0.3% |
| Value | Count | Frequency (%) |
| 5 | 17 | 0.3% |
| 4 | 73 | 1.2% |
| 3 | 16 | 0.3% |
| 0 | 5894 |
방문일수_모바일웹_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05916666667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5895 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4487384538 |
|---|---|
| Coefficient of variation (CV) | 7.584311895 |
| Kurtosis | 58.25622404 |
| Mean | 0.05916666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.653419097 |
| Sum | 355 |
| Variance | 0.2013661999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5895 | |
| 3 | 67 | 1.1% |
| 4 | 36 | 0.6% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5895 | |
| 3 | 67 | 1.1% |
| 4 | 36 | 0.6% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 36 | 0.6% |
| 3 | 67 | 1.1% |
| 0 | 5895 |
방문월수_모바일웹_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5887 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1359474868 |
|---|---|
| Coefficient of variation (CV) | 7.218450628 |
| Kurtosis | 48.15766182 |
| Mean | 0.01883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.081074027 |
| Sum | 113 |
| Variance | 0.01848171918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5887 | |
| 1 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 5887 | |
| 1 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 113 | 1.9% |
| 0 | 5887 |
방문후경과월_모바일웹_R6M
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.963833333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3681682997 |
|---|---|
| Coefficient of variation (CV) | 0.06173349909 |
| Kurtosis | 146.4860918 |
| Mean | 5.963833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -11.69648833 |
| Sum | 35783 |
| Variance | 0.1355478969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5925 | |
| 5 | 21 | 0.4% |
| 4 | 14 | 0.2% |
| 1 | 12 | 0.2% |
| 2 | 12 | 0.2% |
| 3 | 12 | 0.2% |
| 0 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.1% |
| 1 | 12 | |
| 2 | 12 | |
| 3 | 12 | |
| 4 | 14 |
| Value | Count | Frequency (%) |
| 6 | 5925 | |
| 5 | 21 | 0.4% |
| 4 | 14 | 0.2% |
| 3 | 12 | 0.2% |
| 2 | 12 | 0.2% |
방문횟수_PC_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3503333333 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 5635 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.383444569 |
|---|---|
| Coefficient of variation (CV) | 3.948937875 |
| Kurtosis | 12.1345825 |
| Mean | 0.3503333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.736719621 |
| Sum | 2102 |
| Variance | 1.913918875 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5635 | |
| 6 | 231 | 3.9% |
| 5 | 111 | 1.8% |
| 7 | 23 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5635 | |
| 5 | 111 | 1.8% |
| 6 | 231 | 3.9% |
| 7 | 23 | 0.4% |
| Value | Count | Frequency (%) |
| 7 | 23 | 0.4% |
| 6 | 231 | 3.9% |
| 5 | 111 | 1.8% |
| 0 | 5635 |
방문일수_PC_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2576666667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5635 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.018878914 |
|---|---|
| Coefficient of variation (CV) | 3.95425193 |
| Kurtosis | 12.3682848 |
| Mean | 0.2576666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.757369951 |
| Sum | 1546 |
| Variance | 1.038114241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5635 | |
| 4 | 267 | 4.5% |
| 5 | 92 | 1.5% |
| 3 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5635 | |
| 3 | 6 | 0.1% |
| 4 | 267 | 4.5% |
| 5 | 92 | 1.5% |
| Value | Count | Frequency (%) |
| 5 | 92 | 1.5% |
| 4 | 267 | 4.5% |
| 3 | 6 | 0.1% |
| 0 | 5635 |
방문횟수_앱_B0M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8513333333 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 5002 |
| Zeros (%) | 83.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.114231906 |
|---|---|
| Coefficient of variation (CV) | 2.483436068 |
| Kurtosis | 6.703967456 |
| Mean | 0.8513333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.650043866 |
| Sum | 5108 |
| Variance | 4.469976552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5002 | |
| 3 | 264 | 4.4% |
| 4 | 231 | 3.9% |
| 5 | 144 | 2.4% |
| 6 | 92 | 1.5% |
| 7 | 79 | 1.3% |
| 8 | 60 | 1.0% |
| 9 | 55 | 0.9% |
| 10 | 26 | 0.4% |
| 2 | 22 | 0.4% |
| Other values (3) | 25 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5002 | |
| 2 | 22 | 0.4% |
| 3 | 264 | 4.4% |
| 4 | 231 | 3.9% |
| 5 | 144 | 2.4% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 11 | 0.2% |
| 11 | 13 | 0.2% |
| 10 | 26 | |
| 9 | 55 |
방문일수_앱_B0M
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6881666667 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 5000 |
| Zeros (%) | 83.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.687523213 |
|---|---|
| Coefficient of variation (CV) | 2.452201327 |
| Kurtosis | 6.037112752 |
| Mean | 0.6881666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.554767856 |
| Sum | 4129 |
| Variance | 2.847734595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5000 | |
| 3 | 383 | 6.4% |
| 4 | 180 | 3.0% |
| 5 | 123 | 2.1% |
| 2 | 107 | 1.8% |
| 6 | 89 | 1.5% |
| 7 | 68 | 1.1% |
| 8 | 30 | 0.5% |
| 9 | 19 | 0.3% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5000 | |
| 2 | 107 | 1.8% |
| 3 | 383 | 6.4% |
| 4 | 180 | 3.0% |
| 5 | 123 | 2.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 19 | 0.3% |
| 8 | 30 | 0.5% |
| 7 | 68 | |
| 6 | 89 |
방문횟수_모바일웹_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0006666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05163977795 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0006666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 4 |
| Variance | 0.002666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 0 | 5999 |
인입횟수_IB_R6M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9601666667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 4401 |
| Zeros (%) | 73.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.057738002 |
|---|---|
| Coefficient of variation (CV) | 2.143105019 |
| Kurtosis | 8.072863051 |
| Mean | 0.9601666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.738429118 |
| Sum | 5761 |
| Variance | 4.234285687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4401 | |
| 2 | 547 | 9.1% |
| 3 | 245 | 4.1% |
| 1 | 207 | 3.5% |
| 4 | 180 | 3.0% |
| 5 | 130 | 2.2% |
| 6 | 85 | 1.4% |
| 7 | 48 | 0.8% |
| 8 | 48 | 0.8% |
| 10 | 38 | 0.6% |
| Other values (3) | 71 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 4401 | |
| 1 | 207 | 3.5% |
| 2 | 547 | 9.1% |
| 3 | 245 | 4.1% |
| 4 | 180 | 3.0% |
| Value | Count | Frequency (%) |
| 12 | 16 | 0.3% |
| 11 | 29 | |
| 10 | 38 | |
| 9 | 26 | |
| 8 | 48 |
인입일수_IB_R6M
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.604 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 4413 |
| Zeros (%) | 73.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.268510486 |
|---|---|
| Coefficient of variation (CV) | 2.100182924 |
| Kurtosis | 7.025229008 |
| Mean | 0.604 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.585779676 |
| Sum | 3624 |
| Variance | 1.609118853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4413 | |
| 1 | 626 | 10.4% |
| 2 | 446 | 7.4% |
| 3 | 230 | 3.8% |
| 4 | 133 | 2.2% |
| 5 | 62 | 1.0% |
| 6 | 57 | 0.9% |
| 7 | 32 | 0.5% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4413 | |
| 1 | 626 | 10.4% |
| 2 | 446 | 7.4% |
| 3 | 230 | 3.8% |
| 4 | 133 | 2.2% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 32 | 0.5% |
| 6 | 57 | |
| 5 | 62 | |
| 4 | 133 |
인입월수_IB_R6M
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4021666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4408 |
| Zeros (%) | 73.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7890072207 |
|---|---|
| Coefficient of variation (CV) | 1.961891141 |
| Kurtosis | 7.656550202 |
| Mean | 0.4021666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.456854738 |
| Sum | 2413 |
| Variance | 0.6225323943 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4408 | |
| 1 | 983 | 16.4% |
| 2 | 483 | 8.1% |
| 4 | 59 | 1.0% |
| 3 | 58 | 1.0% |
| 6 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4408 | |
| 1 | 983 | 16.4% |
| 2 | 483 | 8.1% |
| 3 | 58 | 1.0% |
| 4 | 59 | 1.0% |
| Value | Count | Frequency (%) |
| 6 | 9 | 0.1% |
| 4 | 59 | 1.0% |
| 3 | 58 | 1.0% |
| 2 | 483 | |
| 1 | 983 |
이용메뉴건수_IB_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.592 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4416 |
| Zeros (%) | 73.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.158055633 |
|---|---|
| Coefficient of variation (CV) | 1.956175056 |
| Kurtosis | 3.781136414 |
| Mean | 0.592 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.076386816 |
| Sum | 3552 |
| Variance | 1.341092849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4416 | |
| 2 | 567 | 9.4% |
| 1 | 486 | 8.1% |
| 3 | 302 | 5.0% |
| 4 | 130 | 2.2% |
| 5 | 88 | 1.5% |
| 6 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4416 | |
| 1 | 486 | 8.1% |
| 2 | 567 | 9.4% |
| 3 | 302 | 5.0% |
| 4 | 130 | 2.2% |
| Value | Count | Frequency (%) |
| 6 | 11 | 0.2% |
| 5 | 88 | 1.5% |
| 4 | 130 | 2.2% |
| 3 | 302 | |
| 2 | 567 |
인입후경과월_IB_R6M
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.129333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 270 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.723688315 |
|---|---|
| Coefficient of variation (CV) | 0.3360452914 |
| Kurtosis | 2.252933304 |
| Mean | 5.129333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.893535387 |
| Sum | 30776 |
| Variance | 2.971101406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4448 | |
| 5 | 305 | 5.1% |
| 4 | 281 | 4.7% |
| 0 | 270 | 4.5% |
| 3 | 255 | 4.2% |
| 2 | 233 | 3.9% |
| 1 | 208 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 270 | |
| 1 | 208 | |
| 2 | 233 | |
| 3 | 255 | |
| 4 | 281 |
| Value | Count | Frequency (%) |
| 6 | 4448 | |
| 5 | 305 | 5.1% |
| 4 | 281 | 4.7% |
| 3 | 255 | 4.2% |
| 2 | 233 | 3.9% |
인입횟수_IB_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5735 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4138887003 |
|---|---|
| Coefficient of variation (CV) | 4.659159853 |
| Kurtosis | 18.10118121 |
| Mean | 0.08883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.466043608 |
| Sum | 533 |
| Variance | 0.1713038562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5735 | |
| 2 | 262 | 4.4% |
| 3 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5735 | |
| 2 | 262 | 4.4% |
| 3 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.1% |
| 2 | 262 | 4.4% |
| 0 | 5735 |
인입일수_IB_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.035 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5790 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1837950764 |
|---|---|
| Coefficient of variation (CV) | 5.251287897 |
| Kurtosis | 23.62838356 |
| Mean | 0.035 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.06167043 |
| Sum | 210 |
| Variance | 0.03378063011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5790 | |
| 1 | 210 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 5790 | |
| 1 | 210 | 3.5% |
| Value | Count | Frequency (%) |
| 1 | 210 | 3.5% |
| 0 | 5790 |
이용메뉴건수_IB_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03066666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5816 |
| Zeros (%) | 96.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1724273105 |
|---|---|
| Coefficient of variation (CV) | 5.622629691 |
| Kurtosis | 27.66438062 |
| Mean | 0.03066666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.445655082 |
| Sum | 184 |
| Variance | 0.02973117742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5816 | |
| 1 | 184 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 5816 | |
| 1 | 184 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 184 | 3.1% |
| 0 | 5816 |
상담건수_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5734 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4126786759 |
|---|---|
| Coefficient of variation (CV) | 4.645538565 |
| Kurtosis | 17.75360724 |
| Mean | 0.08883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.438058832 |
| Sum | 533 |
| Variance | 0.1703036895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5734 | |
| 2 | 265 | 4.4% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5734 | |
| 2 | 265 | 4.4% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 2 | 265 | 4.4% |
| 0 | 5734 |
IB문의건수_사용승인내역_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.01290994449 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1 |
| Variance | 0.0001666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 5999 |
IB문의건수_선결제_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0025 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5985 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04994162286 |
|---|---|
| Coefficient of variation (CV) | 19.97664915 |
| Kurtosis | 395.3328733 |
| Mean | 0.0025 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.92990456 |
| Sum | 15 |
| Variance | 0.002494165694 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5985 | |
| 1 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5985 | |
| 1 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 15 | 0.2% |
| 0 | 5985 |
IB문의건수_CS_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0006666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05163977795 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0006666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 4 |
| Variance | 0.002666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 0 | 5999 |
상담건수_R6M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.017666667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 4336 |
| Zeros (%) | 72.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.104699388 |
|---|---|
| Coefficient of variation (CV) | 2.068161862 |
| Kurtosis | 7.009749767 |
| Mean | 1.017666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.581052023 |
| Sum | 6106 |
| Variance | 4.429759515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4336 | |
| 2 | 512 | 8.5% |
| 3 | 294 | 4.9% |
| 1 | 210 | 3.5% |
| 4 | 199 | 3.3% |
| 5 | 140 | 2.3% |
| 6 | 88 | 1.5% |
| 7 | 59 | 1.0% |
| 8 | 45 | 0.8% |
| 10 | 40 | 0.7% |
| Other values (3) | 77 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 4336 | |
| 1 | 210 | 3.5% |
| 2 | 512 | 8.5% |
| 3 | 294 | 4.9% |
| 4 | 199 | 3.3% |
| Value | Count | Frequency (%) |
| 12 | 8 | 0.1% |
| 11 | 38 | |
| 10 | 40 | |
| 9 | 31 | |
| 8 | 45 |
IB문의건수_사용승인내역_R6M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1003333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5683 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4304618897 |
|---|---|
| Coefficient of variation (CV) | 4.290317837 |
| Kurtosis | 15.14046295 |
| Mean | 0.1003333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.121214207 |
| Sum | 602 |
| Variance | 0.1852974385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5683 | |
| 2 | 285 | 4.8% |
| 1 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5683 | |
| 1 | 32 | 0.5% |
| 2 | 285 | 4.8% |
| Value | Count | Frequency (%) |
| 2 | 285 | 4.8% |
| 1 | 32 | 0.5% |
| 0 | 5683 |
IB문의건수_한도_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5979 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1181241955 |
|---|---|
| Coefficient of variation (CV) | 16.87488507 |
| Kurtosis | 280.9528706 |
| Mean | 0.007 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.81841906 |
| Sum | 42 |
| Variance | 0.01395332555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5979 | |
| 2 | 21 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 5979 | |
| 2 | 21 | 0.4% |
| Value | Count | Frequency (%) |
| 2 | 21 | 0.4% |
| 0 | 5979 |
IB문의건수_선결제_R6M
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1485 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5689 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6717064946 |
|---|---|
| Coefficient of variation (CV) | 4.523276058 |
| Kurtosis | 22.8106792 |
| Mean | 0.1485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.77114533 |
| Sum | 891 |
| Variance | 0.4511896149 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5689 | |
| 2 | 139 | 2.3% |
| 4 | 81 | 1.4% |
| 3 | 73 | 1.2% |
| 5 | 13 | 0.2% |
| 1 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5689 | |
| 1 | 5 | 0.1% |
| 2 | 139 | 2.3% |
| 3 | 73 | 1.2% |
| 4 | 81 | 1.4% |
| Value | Count | Frequency (%) |
| 5 | 13 | 0.2% |
| 4 | 81 | |
| 3 | 73 | |
| 2 | 139 | |
| 1 | 5 | 0.1% |
IB문의건수_결제_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5987 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0902810279 |
|---|---|
| Coefficient of variation (CV) | 21.6674467 |
| Kurtosis | 477.7107708 |
| Mean | 0.004166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.84243585 |
| Sum | 25 |
| Variance | 0.008150664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 2 | 12 | 0.2% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 1 | 1 | < 0.1% |
| 2 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 12 | 0.2% |
| 1 | 1 | < 0.1% |
| 0 | 5987 |
IB문의건수_정보변경_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01883333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5887 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1359474868 |
|---|---|
| Coefficient of variation (CV) | 7.218450628 |
| Kurtosis | 48.15766182 |
| Mean | 0.01883333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.081074027 |
| Sum | 113 |
| Variance | 0.01848171918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5887 | |
| 1 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 5887 | |
| 1 | 113 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 113 | 1.9% |
| 0 | 5887 |
IB문의건수_결제일변경_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5944 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09616529268 |
|---|---|
| Coefficient of variation (CV) | 10.30342422 |
| Kurtosis | 102.2384571 |
| Mean | 0.009333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.20805455 |
| Sum | 56 |
| Variance | 0.009247763516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5944 | |
| 1 | 56 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 5944 | |
| 1 | 56 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 56 | 0.9% |
| 0 | 5944 |
IB문의건수_SMS_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0008333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5995 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02885788775 |
|---|---|
| Coefficient of variation (CV) | 34.6294653 |
| Kurtosis | 1195.998267 |
| Mean | 0.0008333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.60635203 |
| Sum | 5 |
| Variance | 0.0008327776852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 1 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5995 | |
| 1 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5 | 0.1% |
| 0 | 5995 |
IB문의건수_카드발급_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.012 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5928 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1088943356 |
|---|---|
| Coefficient of variation (CV) | 9.074527968 |
| Kurtosis | 78.41180684 |
| Mean | 0.012 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.965805579 |
| Sum | 72 |
| Variance | 0.01185797633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5928 | |
| 1 | 72 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5928 | |
| 1 | 72 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 72 | 1.2% |
| 0 | 5928 |
IB문의건수_BL_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02235695206 |
|---|---|
| Coefficient of variation (CV) | 44.71390413 |
| Kurtosis | 1996.664999 |
| Mean | 0.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.69898706 |
| Sum | 3 |
| Variance | 0.0004998333056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5997 | |
| 1 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.1% |
| 0 | 5997 |
IB문의건수_분실도난_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0055 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5967 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07396392213 |
|---|---|
| Coefficient of variation (CV) | 13.44798584 |
| Kurtosis | 176.9721545 |
| Mean | 0.0055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.37584255 |
| Sum | 33 |
| Variance | 0.005470661777 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5967 | |
| 1 | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5967 | |
| 1 | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 33 | 0.5% |
| 0 | 5967 |
IB문의건수_CA_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.01290994449 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0001666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 1 |
| Variance | 0.0001666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 5999 |
IB문의건수_CL_RV_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01433333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5914 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1188707026 |
|---|---|
| Coefficient of variation (CV) | 8.29330483 |
| Kurtosis | 64.83700169 |
| Mean | 0.01433333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.17406811 |
| Sum | 86 |
| Variance | 0.01413024393 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5914 | |
| 1 | 86 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 5914 | |
| 1 | 86 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 86 | 1.4% |
| 0 | 5914 |
IB문의건수_CS_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5987 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.17636654 |
|---|---|
| Coefficient of variation (CV) | 21.59590285 |
| Kurtosis | 476.3574651 |
| Mean | 0.008166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.77650087 |
| Sum | 49 |
| Variance | 0.03110515641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 4 | 10 | 0.2% |
| 3 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 3 | 3 | 0.1% |
| 4 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 4 | 10 | 0.2% |
| 3 | 3 | 0.1% |
| 0 | 5987 |
불만제기후경과월_R12M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.324 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 2838 |
| Zeros (%) | 47.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 5.991744946 |
|---|---|
| Coefficient of variation (CV) | 0.9474612502 |
| Kurtosis | -1.988959134 |
| Mean | 6.324 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.1081848573 |
| Sum | 37944 |
| Variance | 35.9010075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3162 | |
| 0 | 2838 |
| Value | Count | Frequency (%) |
| 0 | 2838 | |
| 12 | 3162 |
| Value | Count | Frequency (%) |
| 12 | 3162 | |
| 0 | 2838 |
당사멤버쉽_방문횟수_B0M
Real number (ℝ)
Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5555 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 5668 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 22 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.972256101 |
|---|---|
| Coefficient of variation (CV) | 4.48232472 |
| Kurtosis | 22.55183596 |
| Mean | 1.5555 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.757186275 |
| Sum | 9333 |
| Variance | 48.61235514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5668 | |
| 22 | 113 | 1.9% |
| 23 | 73 | 1.2% |
| 43 | 57 | 0.9% |
| 42 | 51 | 0.9% |
| 8 | 12 | 0.2% |
| 3 | 8 | 0.1% |
| 1 | 5 | 0.1% |
| 41 | 5 | 0.1% |
| 24 | 4 | 0.1% |
| Other values (4) | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5668 | |
| 1 | 5 | 0.1% |
| 3 | 8 | 0.1% |
| 8 | 12 | 0.2% |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 57 | |
| 42 | 51 | |
| 41 | 5 | 0.1% |
당사멤버쉽_방문횟수_R6M
Real number (ℝ)
Zeros 
| Distinct | 94 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.84966667 |
| Minimum | 0 |
|---|---|
| Maximum | 258 |
| Zeros | 5071 |
| Zeros (%) | 84.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 177 |
| Maximum | 258 |
| Range | 258 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 48.29359286 |
|---|---|
| Coefficient of variation (CV) | 3.758353747 |
| Kurtosis | 12.80878771 |
| Mean | 12.84966667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.800781165 |
| Sum | 77098 |
| Variance | 2332.271112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5071 | |
| 2 | 310 | 5.2% |
| 8 | 150 | 2.5% |
| 214 | 31 | 0.5% |
| 216 | 30 | 0.5% |
| 213 | 28 | 0.5% |
| 215 | 27 | 0.4% |
| 9 | 26 | 0.4% |
| 212 | 24 | 0.4% |
| 217 | 21 | 0.4% |
| Other values (84) | 282 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 5071 | |
| 1 | 2 | < 0.1% |
| 2 | 310 | 5.2% |
| 7 | 18 | 0.3% |
| 8 | 150 | 2.5% |
| Value | Count | Frequency (%) |
| 258 | 1 | |
| 239 | 1 | |
| 237 | 1 | |
| 236 | 1 | |
| 235 | 1 |
당사멤버쉽_방문월수_R6M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6598333333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5034 |
| Zeros (%) | 83.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.781286652 |
|---|---|
| Coefficient of variation (CV) | 2.699600887 |
| Kurtosis | 4.903294523 |
| Mean | 0.6598333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.591123404 |
| Sum | 3959 |
| Variance | 3.172982136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5034 | |
| 6 | 585 | 9.8% |
| 1 | 314 | 5.2% |
| 2 | 66 | 1.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5034 | |
| 1 | 314 | 5.2% |
| 2 | 66 | 1.1% |
| 3 | 1 | < 0.1% |
| 6 | 585 | 9.8% |
| Value | Count | Frequency (%) |
| 6 | 585 | 9.8% |
| 3 | 1 | < 0.1% |
| 2 | 66 | 1.1% |
| 1 | 314 | 5.2% |
| 0 | 5034 |
OS구분코드
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.467 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1374 |
| Zeros (%) | 22.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8408500688 |
|---|---|
| Coefficient of variation (CV) | 0.5731765977 |
| Kurtosis | -0.7576910912 |
| Mean | 1.467 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.052207047 |
| Sum | 8802 |
| Variance | 0.7070288381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4176 | |
| 0 | 1374 | 22.9% |
| 1 | 450 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 1374 | 22.9% |
| 1 | 450 | 7.5% |
| 2 | 4176 |
| Value | Count | Frequency (%) |
| 2 | 4176 | |
| 1 | 450 | 7.5% |
| 0 | 1374 | 22.9% |
홈페이지_금융건수_R6M
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6628333333 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 5278 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.948020646 |
|---|---|
| Coefficient of variation (CV) | 2.938929815 |
| Kurtosis | 8.600271049 |
| Mean | 0.6628333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.04494472 |
| Sum | 3977 |
| Variance | 3.794784436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5278 | |
| 6 | 150 | 2.5% |
| 3 | 139 | 2.3% |
| 4 | 127 | 2.1% |
| 8 | 82 | 1.4% |
| 5 | 70 | 1.2% |
| 7 | 55 | 0.9% |
| 10 | 35 | 0.6% |
| 9 | 30 | 0.5% |
| 2 | 26 | 0.4% |
| Other values (2) | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5278 | |
| 2 | 26 | 0.4% |
| 3 | 139 | 2.3% |
| 4 | 127 | 2.1% |
| 5 | 70 | 1.2% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 11 | 7 | 0.1% |
| 10 | 35 | |
| 9 | 30 | 0.5% |
| 8 | 82 |
홈페이지_선결제건수_R6M
Real number (ℝ)
Zeros 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8523333333 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 5292 |
| Zeros (%) | 88.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.754231687 |
|---|---|
| Coefficient of variation (CV) | 3.231402058 |
| Kurtosis | 20.54397406 |
| Mean | 0.8523333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.139310523 |
| Sum | 5114 |
| Variance | 7.585792188 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5292 | |
| 4 | 116 | 1.9% |
| 3 | 90 | 1.5% |
| 7 | 80 | 1.3% |
| 5 | 72 | 1.2% |
| 8 | 70 | 1.2% |
| 6 | 65 | 1.1% |
| 9 | 43 | 0.7% |
| 11 | 40 | 0.7% |
| 10 | 40 | 0.7% |
| Other values (16) | 92 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 5292 | |
| 1 | 1 | < 0.1% |
| 2 | 17 | 0.3% |
| 3 | 90 | 1.5% |
| 4 | 116 | 1.9% |
| Value | Count | Frequency (%) |
| 25 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 3 | |
| 22 | 5 | |
| 21 | 6 |
홈페이지_금융건수_R3M
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.361 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5391 |
| Zeros (%) | 89.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.103425843 |
|---|---|
| Coefficient of variation (CV) | 3.056581283 |
| Kurtosis | 7.164106037 |
| Mean | 0.361 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.915222113 |
| Sum | 2166 |
| Variance | 1.217548591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5391 | |
| 3 | 317 | 5.3% |
| 4 | 188 | 3.1% |
| 5 | 77 | 1.3% |
| 2 | 21 | 0.4% |
| 6 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5391 | |
| 2 | 21 | 0.4% |
| 3 | 317 | 5.3% |
| 4 | 188 | 3.1% |
| 5 | 77 | 1.3% |
| Value | Count | Frequency (%) |
| 6 | 6 | 0.1% |
| 5 | 77 | 1.3% |
| 4 | 188 | |
| 3 | 317 | |
| 2 | 21 | 0.4% |
홈페이지_선결제건수_R3M
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4553333333 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 5419 |
| Zeros (%) | 90.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.51384285 |
|---|---|
| Coefficient of variation (CV) | 3.324691472 |
| Kurtosis | 16.35337418 |
| Mean | 0.4553333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.805247694 |
| Sum | 2732 |
| Variance | 2.291720176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5419 | |
| 4 | 198 | 3.3% |
| 3 | 138 | 2.3% |
| 5 | 119 | 2.0% |
| 6 | 58 | 1.0% |
| 10 | 15 | 0.2% |
| 7 | 14 | 0.2% |
| 11 | 10 | 0.2% |
| 8 | 9 | 0.1% |
| 2 | 7 | 0.1% |
| Other values (3) | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5419 | |
| 2 | 7 | 0.1% |
| 3 | 138 | 2.3% |
| 4 | 198 | 3.3% |
| 5 | 119 | 2.0% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 6 | 0.1% |
| 11 | 10 | |
| 10 | 15 | |
| 9 | 6 | 0.1% |
컨택건수_카드론_TM_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1541666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 5701 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6763693898 |
|---|---|
| Coefficient of variation (CV) | 4.387260907 |
| Kurtosis | 16.05652166 |
| Mean | 0.1541666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.213033164 |
| Sum | 925 |
| Variance | 0.4574755515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5701 | |
| 3 | 271 | 4.5% |
| 4 | 28 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 5701 | |
| 3 | 271 | 4.5% |
| 4 | 28 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 28 | 0.5% |
| 3 | 271 | 4.5% |
| 0 | 5701 |
컨택건수_이용유도_TM_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07733333333 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5843 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.472994196 |
|---|---|
| Coefficient of variation (CV) | 6.116304259 |
| Kurtosis | 33.80530037 |
| Mean | 0.07733333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.975167472 |
| Sum | 464 |
| Variance | 0.2237235095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5843 | |
| 3 | 150 | 2.5% |
| 2 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5843 | |
| 2 | 7 | 0.1% |
| 3 | 150 | 2.5% |
| Value | Count | Frequency (%) |
| 3 | 150 | 2.5% |
| 2 | 7 | 0.1% |
| 0 | 5843 |
컨택건수_보험_TM_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0135 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5919 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1154121744 |
|---|---|
| Coefficient of variation (CV) | 8.549049954 |
| Kurtosis | 69.14636718 |
| Mean | 0.0135 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.433464205 |
| Sum | 81 |
| Variance | 0.01331996999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5919 | |
| 1 | 81 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 5919 | |
| 1 | 81 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 81 | 1.4% |
| 0 | 5919 |
컨택건수_카드론_LMS_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002166666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5987 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04650088828 |
|---|---|
| Coefficient of variation (CV) | 21.46194844 |
| Kurtosis | 456.9223125 |
| Mean | 0.002166666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.41891699 |
| Sum | 13 |
| Variance | 0.002162332611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 1 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 1 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 13 | 0.2% |
| 0 | 5987 |
컨택건수_이용유도_LMS_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.666 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 4050 |
| Zeros (%) | 67.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9701894375 |
|---|---|
| Coefficient of variation (CV) | 1.456740897 |
| Kurtosis | -1.147550247 |
| Mean | 0.666 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8285418071 |
| Sum | 3996 |
| Variance | 0.9412675446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4050 | |
| 2 | 1826 | |
| 3 | 110 | 1.8% |
| 1 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4050 | |
| 1 | 14 | 0.2% |
| 2 | 1826 | |
| 3 | 110 | 1.8% |
| Value | Count | Frequency (%) |
| 3 | 110 | 1.8% |
| 2 | 1826 | |
| 1 | 14 | 0.2% |
| 0 | 4050 |
컨택건수_이용유도_EM_B0M
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8685 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 4097 |
| Zeros (%) | 68.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.085052716 |
|---|---|
| Coefficient of variation (CV) | 2.186273865 |
| Kurtosis | 3.001457348 |
| Mean | 1.8685 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.168856911 |
| Sum | 11211 |
| Variance | 16.68765569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4097 | |
| 1 | 735 | 12.2% |
| 13 | 633 | 10.5% |
| 2 | 262 | 4.4% |
| 8 | 115 | 1.9% |
| 3 | 85 | 1.4% |
| 7 | 55 | 0.9% |
| 9 | 17 | 0.3% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4097 | |
| 1 | 735 | 12.2% |
| 2 | 262 | 4.4% |
| 3 | 85 | 1.4% |
| 7 | 55 | 0.9% |
| Value | Count | Frequency (%) |
| 13 | 633 | |
| 10 | 1 | < 0.1% |
| 9 | 17 | 0.3% |
| 8 | 115 | 1.9% |
| 7 | 55 | 0.9% |
컨택건수_CA_청구서_B0M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0003333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02581988897 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0003333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 2 |
| Variance | 0.0006666666667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 0 | 5999 |
컨택건수_이용유도_청구서_B0M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.329 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 4153 |
| Zeros (%) | 69.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5129680198 |
|---|---|
| Coefficient of variation (CV) | 1.559173313 |
| Kurtosis | 0.3421985112 |
| Mean | 0.329 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.191261161 |
| Sum | 1974 |
| Variance | 0.2631361894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4153 | |
| 1 | 1720 | |
| 2 | 127 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 4153 | |
| 1 | 1720 | |
| 2 | 127 | 2.1% |
| Value | Count | Frequency (%) |
| 2 | 127 | 2.1% |
| 1 | 1720 | |
| 0 | 4153 |
컨택건수_이용유도_인터넷_B0M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1921666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4847 |
| Zeros (%) | 80.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3940361865 |
|---|---|
| Coefficient of variation (CV) | 2.050491864 |
| Kurtosis | 0.4430641997 |
| Mean | 0.1921666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.562983245 |
| Sum | 1153 |
| Variance | 0.1552645163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4847 | |
| 1 | 1153 | 19.2% |
| Value | Count | Frequency (%) |
| 0 | 4847 | |
| 1 | 1153 | 19.2% |
| Value | Count | Frequency (%) |
| 1 | 1153 | 19.2% |
| 0 | 4847 |
컨택건수_카드론_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.847666667 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 4563 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.678230932 |
|---|---|
| Coefficient of variation (CV) | 1.990743784 |
| Kurtosis | 3.210919892 |
| Mean | 1.847666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.990017338 |
| Sum | 11086 |
| Variance | 13.52938279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4563 | |
| 6 | 274 | 4.6% |
| 5 | 191 | 3.2% |
| 7 | 190 | 3.2% |
| 4 | 126 | 2.1% |
| 9 | 110 | 1.8% |
| 8 | 104 | 1.7% |
| 10 | 86 | 1.4% |
| 3 | 72 | 1.2% |
| 12 | 62 | 1.0% |
| Other values (11) | 222 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 4563 | |
| 2 | 2 | < 0.1% |
| 3 | 72 | 1.2% |
| 4 | 126 | 2.1% |
| 5 | 191 | 3.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 8 | |
| 17 | 2 | < 0.1% |
컨택건수_CA_TM_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5996 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05162686424 |
|---|---|
| Coefficient of variation (CV) | 38.72014818 |
| Kurtosis | 1496.24825 |
| Mean | 0.001333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.70076873 |
| Sum | 8 |
| Variance | 0.002665333111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5996 | |
| 2 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5996 | |
| 2 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 4 | 0.1% |
| 0 | 5996 |
컨택건수_리볼빙_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.042 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5874 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2867920994 |
|---|---|
| Coefficient of variation (CV) | 6.828383319 |
| Kurtosis | 42.67705383 |
| Mean | 0.042 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.683025382 |
| Sum | 252 |
| Variance | 0.08224970828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5874 | |
| 2 | 126 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 5874 | |
| 2 | 126 | 2.1% |
| Value | Count | Frequency (%) |
| 2 | 126 | 2.1% |
| 0 | 5874 |
컨택건수_이용유도_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.159 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 3855 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.960703886 |
|---|---|
| Coefficient of variation (CV) | 1.69172035 |
| Kurtosis | 9.811039896 |
| Mean | 1.159 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.467323587 |
| Sum | 6954 |
| Variance | 3.844359727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3855 | |
| 2 | 780 | 13.0% |
| 3 | 597 | 10.0% |
| 4 | 216 | 3.6% |
| 1 | 161 | 2.7% |
| 5 | 147 | 2.5% |
| 6 | 99 | 1.7% |
| 7 | 70 | 1.2% |
| 9 | 29 | 0.5% |
| 8 | 25 | 0.4% |
| Other values (5) | 21 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 3855 | |
| 1 | 161 | 2.7% |
| 2 | 780 | 13.0% |
| 3 | 597 | 10.0% |
| 4 | 216 | 3.6% |
| Value | Count | Frequency (%) |
| 18 | 5 | |
| 15 | 8 | |
| 12 | 3 | 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 3 | 0.1% |
컨택건수_신용발급_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5958 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08337960598 |
|---|---|
| Coefficient of variation (CV) | 11.91137228 |
| Kurtosis | 137.9801487 |
| Mean | 0.007 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.8293768 |
| Sum | 42 |
| Variance | 0.006952158693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5958 | |
| 1 | 42 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 5958 | |
| 1 | 42 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 42 | 0.7% |
| 0 | 5958 |
컨택건수_부대서비스_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04816666667 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5856 |
| Zeros (%) | 97.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3074557861 |
|---|---|
| Coefficient of variation (CV) | 6.383165109 |
| Kurtosis | 37.1721739 |
| Mean | 0.04816666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.24454863 |
| Sum | 289 |
| Variance | 0.0945290604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5856 | |
| 2 | 143 | 2.4% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5856 | |
| 2 | 143 | 2.4% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 2 | 143 | 2.4% |
| 0 | 5856 |
컨택건수_포인트소진_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007833333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5953 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0881661373 |
|---|---|
| Coefficient of variation (CV) | 11.25525157 |
| Kurtosis | 122.7707546 |
| Mean | 0.007833333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.16825103 |
| Sum | 47 |
| Variance | 0.007773267767 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5953 | |
| 1 | 47 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 5953 | |
| 1 | 47 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 47 | 0.8% |
| 0 | 5953 |
컨택건수_보험_TM_R6M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5126666667 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 4423 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9439216353 |
|---|---|
| Coefficient of variation (CV) | 1.841199549 |
| Kurtosis | 1.169587138 |
| Mean | 0.5126666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.614095646 |
| Sum | 3076 |
| Variance | 0.8909880536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4423 | |
| 2 | 657 | 10.9% |
| 1 | 500 | 8.3% |
| 3 | 418 | 7.0% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4423 | |
| 1 | 500 | 8.3% |
| 2 | 657 | 10.9% |
| 3 | 418 | 7.0% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 2 | < 0.1% |
| 3 | 418 | 7.0% |
| 2 | 657 | 10.9% |
| 1 | 500 | 8.3% |
| 0 | 4423 |
컨택건수_카드론_LMS_R6M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09366666667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5457 |
| Zeros (%) | 91.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3053556875 |
|---|---|
| Coefficient of variation (CV) | 3.260025134 |
| Kurtosis | 18.75488003 |
| Mean | 0.09366666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.571897084 |
| Sum | 562 |
| Variance | 0.0932420959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5457 | |
| 1 | 527 | 8.8% |
| 2 | 15 | 0.2% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5457 | |
| 1 | 527 | 8.8% |
| 2 | 15 | 0.2% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 2 | 15 | 0.2% |
| 1 | 527 | 8.8% |
| 0 | 5457 |
컨택건수_CA_LMS_R6M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2785 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5164 |
| Zeros (%) | 86.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6923517713 |
|---|---|
| Coefficient of variation (CV) | 2.486002769 |
| Kurtosis | 2.346786033 |
| Mean | 0.2785 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.084533087 |
| Sum | 1671 |
| Variance | 0.4793509752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5164 | |
| 2 | 835 | 13.9% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5164 | |
| 1 | 1 | < 0.1% |
| 2 | 835 | 13.9% |
| Value | Count | Frequency (%) |
| 2 | 835 | 13.9% |
| 1 | 1 | < 0.1% |
| 0 | 5164 |
컨택건수_리볼빙_LMS_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0025 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5987 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05622226864 |
|---|---|
| Coefficient of variation (CV) | 22.48890745 |
| Kurtosis | 710.6105386 |
| Mean | 0.0025 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.20051671 |
| Sum | 15 |
| Variance | 0.003160943491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 1 | 11 | 0.2% |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5987 | |
| 1 | 11 | 0.2% |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | < 0.1% |
| 1 | 11 | 0.2% |
| 0 | 5987 |
컨택건수_이용유도_LMS_R6M
Real number (ℝ)
Zeros 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.565333333 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 2773 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.327453373 |
|---|---|
| Coefficient of variation (CV) | 1.213758426 |
| Kurtosis | -0.1136702315 |
| Mean | 3.565333333 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.9958164516 |
| Sum | 21392 |
| Variance | 18.7268527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2773 | |
| 4 | 347 | 5.8% |
| 6 | 321 | 5.3% |
| 3 | 313 | 5.2% |
| 2 | 291 | 4.9% |
| 5 | 290 | 4.8% |
| 7 | 258 | 4.3% |
| 12 | 257 | 4.3% |
| 8 | 243 | 4.0% |
| 10 | 198 | 3.3% |
| Other values (9) | 709 | 11.8% |
| Value | Count | Frequency (%) |
| 0 | 2773 | |
| 1 | 191 | 3.2% |
| 2 | 291 | 4.9% |
| 3 | 313 | 5.2% |
| 4 | 347 | 5.8% |
| Value | Count | Frequency (%) |
| 18 | 10 | 0.2% |
| 17 | 14 | 0.2% |
| 16 | 15 | 0.2% |
| 15 | 37 | |
| 14 | 57 |
컨택건수_카드론_EM_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0115 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5931 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1066285372 |
|---|---|
| Coefficient of variation (CV) | 9.272046711 |
| Kurtosis | 82.037504 |
| Mean | 0.0115 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.165705552 |
| Sum | 69 |
| Variance | 0.01136964494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 69 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 5931 | |
| 1 | 69 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 69 | 1.1% |
| 0 | 5931 |
컨택건수_이용유도_EM_R6M
Real number (ℝ)
Zeros 
| Distinct | 75 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.933 |
| Minimum | 0 |
|---|---|
| Maximum | 78 |
| Zeros | 1568 |
| Zeros (%) | 26.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 13 |
| 95-th percentile | 61 |
| Maximum | 78 |
| Range | 78 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 19.88860906 |
|---|---|
| Coefficient of variation (CV) | 1.537818686 |
| Kurtosis | 1.689924052 |
| Mean | 12.933 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.726084549 |
| Sum | 77598 |
| Variance | 395.5567705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1568 | |
| 1 | 529 | 8.8% |
| 2 | 415 | 6.9% |
| 3 | 414 | 6.9% |
| 4 | 370 | 6.2% |
| 5 | 289 | 4.8% |
| 6 | 243 | 4.0% |
| 7 | 190 | 3.2% |
| 8 | 120 | 2.0% |
| 9 | 107 | 1.8% |
| Other values (65) | 1755 |
| Value | Count | Frequency (%) |
| 0 | 1568 | |
| 1 | 529 | 8.8% |
| 2 | 415 | 6.9% |
| 3 | 414 | 6.9% |
| 4 | 370 | 6.2% |
| Value | Count | Frequency (%) |
| 78 | 57 | |
| 74 | 3 | 0.1% |
| 73 | 15 | 0.2% |
| 72 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
컨택건수_카드론_청구서_R6M
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08416666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5742 |
| Zeros (%) | 95.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3993025745 |
|---|---|
| Coefficient of variation (CV) | 4.744189004 |
| Kurtosis | 18.89230436 |
| Mean | 0.08416666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.562308539 |
| Sum | 505 |
| Variance | 0.159442546 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5742 | |
| 2 | 247 | 4.1% |
| 1 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5742 | |
| 1 | 11 | 0.2% |
| 2 | 247 | 4.1% |
| Value | Count | Frequency (%) |
| 2 | 247 | 4.1% |
| 1 | 11 | 0.2% |
| 0 | 5742 |
컨택건수_CA_청구서_R6M
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2006666667 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 5398 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6009379419 |
|---|---|
| Coefficient of variation (CV) | 2.994707351 |
| Kurtosis | 5.083535319 |
| Mean | 0.2006666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.661172846 |
| Sum | 1204 |
| Variance | 0.36112641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5398 | |
| 2 | 602 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 5398 | |
| 2 | 602 | 10.0% |
| Value | Count | Frequency (%) |
| 2 | 602 | 10.0% |
| 0 | 5398 |
컨택건수_이용유도_청구서_R6M
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.903666667 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 2754 |
| Zeros (%) | 45.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.284933998 |
|---|---|
| Coefficient of variation (CV) | 1.20028051 |
| Kurtosis | 1.351394778 |
| Mean | 1.903666667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.150597944 |
| Sum | 11422 |
| Variance | 5.220923376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2754 | |
| 4 | 915 | 15.2% |
| 5 | 771 | 12.8% |
| 1 | 702 | 11.7% |
| 2 | 465 | 7.8% |
| 3 | 162 | 2.7% |
| 6 | 147 | 2.5% |
| 11 | 61 | 1.0% |
| 10 | 14 | 0.2% |
| 12 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2754 | |
| 1 | 702 | 11.7% |
| 2 | 465 | 7.8% |
| 3 | 162 | 2.7% |
| 4 | 915 | 15.2% |
| Value | Count | Frequency (%) |
| 12 | 6 | 0.1% |
| 11 | 61 | |
| 10 | 14 | 0.2% |
| 8 | 3 | 0.1% |
| 6 | 147 |
컨택건수_이용유도_인터넷_R6M
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3455 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 1953 |
| Zeros (%) | 32.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.049917912 |
|---|---|
| Coefficient of variation (CV) | 0.8739790712 |
| Kurtosis | -0.9340748329 |
| Mean | 2.3455 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3446591982 |
| Sum | 14073 |
| Variance | 4.202163444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1953 | |
| 3 | 1050 | |
| 4 | 861 | |
| 2 | 817 | |
| 5 | 540 | 9.0% |
| 1 | 334 | 5.6% |
| 6 | 322 | 5.4% |
| 7 | 105 | 1.8% |
| 8 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 1953 | |
| 1 | 334 | 5.6% |
| 2 | 817 | |
| 3 | 1050 | |
| 4 | 861 |
| Value | Count | Frequency (%) |
| 8 | 18 | 0.3% |
| 7 | 105 | 1.8% |
| 6 | 322 | 5.4% |
| 5 | 540 | |
| 4 | 861 |
컨택건수_이용유도_당사앱_R6M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03872983346 |
|---|---|
| Coefficient of variation (CV) | 77.45966692 |
| Kurtosis | 6000 |
| Mean | 0.0005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.45966692 |
| Sum | 3 |
| Variance | 0.0015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5999 | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 0 | 5999 |
컨택건수_채권_B0M
Real number (ℝ)
Zeros 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02916666667 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5965 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3825445886 |
|---|---|
| Coefficient of variation (CV) | 13.11581447 |
| Kurtosis | 172.8012168 |
| Mean | 0.02916666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.15978864 |
| Sum | 175 |
| Variance | 0.1463403623 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5965 | |
| 5 | 27 | 0.4% |
| 6 | 4 | 0.1% |
| 4 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5965 | |
| 4 | 4 | 0.1% |
| 5 | 27 | 0.4% |
| 6 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 4 | 0.1% |
| 5 | 27 | 0.4% |
| 4 | 4 | 0.1% |
| 0 | 5965 |
컨택건수_채권_R6M
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3858333333 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 5676 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.870262625 |
|---|---|
| Coefficient of variation (CV) | 4.847332937 |
| Kurtosis | 59.47529113 |
| Mean | 0.3858333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.696492039 |
| Sum | 2315 |
| Variance | 3.497882286 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5676 | |
| 5 | 84 | 1.4% |
| 6 | 55 | 0.9% |
| 4 | 51 | 0.9% |
| 7 | 30 | 0.5% |
| 8 | 23 | 0.4% |
| 9 | 16 | 0.3% |
| 10 | 10 | 0.2% |
| 11 | 10 | 0.2% |
| 12 | 9 | 0.1% |
| Other values (14) | 36 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 5676 | |
| 2 | 1 | < 0.1% |
| 3 | 8 | 0.1% |
| 4 | 51 | 0.9% |
| 5 | 84 | 1.4% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 3 | |
| 22 | 1 | < 0.1% |
캠페인접촉건수_R12M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.228833333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 323 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9650339479 |
|---|---|
| Coefficient of variation (CV) | 0.4329771695 |
| Kurtosis | 0.6396411176 |
| Mean | 2.228833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3380092525 |
| Sum | 13373 |
| Variance | 0.9312905206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4215 | |
| 4 | 1049 | 17.5% |
| 0 | 323 | 5.4% |
| 1 | 246 | 4.1% |
| 3 | 167 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 323 | 5.4% |
| 1 | 246 | 4.1% |
| 2 | 4215 | |
| 3 | 167 | 2.8% |
| 4 | 1049 | 17.5% |
| Value | Count | Frequency (%) |
| 4 | 1049 | 17.5% |
| 3 | 167 | 2.8% |
| 2 | 4215 | |
| 1 | 246 | 4.1% |
| 0 | 323 | 5.4% |
캠페인접촉일수_R12M
Real number (ℝ)
Zeros 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.202833333 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 327 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9596069229 |
|---|---|
| Coefficient of variation (CV) | 0.4356239341 |
| Kurtosis | 0.74510054 |
| Mean | 2.202833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3818437684 |
| Sum | 13217 |
| Variance | 0.9208454465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4300 | |
| 4 | 1030 | 17.2% |
| 0 | 327 | 5.5% |
| 1 | 266 | 4.4% |
| 3 | 77 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 327 | 5.5% |
| 1 | 266 | 4.4% |
| 2 | 4300 | |
| 3 | 77 | 1.3% |
| 4 | 1030 | 17.2% |
| Value | Count | Frequency (%) |
| 4 | 1030 | 17.2% |
| 3 | 77 | 1.3% |
| 2 | 4300 | |
| 1 | 266 | 4.4% |
| 0 | 327 | 5.5% |
증감율_이용건수_신용_전월
Real number (ℝ)
Zeros 
| Distinct | 3856 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02318362002 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 2017 |
| Zeros (%) | 33.6% |
| Negative | 2373 |
| Negative (%) | 39.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.250966397 |
| Q1 | -0.0711910725 |
| median | 0 |
| Q3 | 0.00878517 |
| 95-th percentile | 0.2183181215 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.0799762425 |
Descriptive statistics
| Standard deviation | 0.329975389 |
|---|---|
| Coefficient of variation (CV) | -14.23312617 |
| Kurtosis | 27.55130589 |
| Mean | -0.02318362002 |
| Median Absolute Deviation (MAD) | 0.04322422 |
| Skewness | -0.8649254031 |
| Sum | -139.1017201 |
| Variance | 0.1088837573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2017 | |
| -1.999996 | 78 | 1.3% |
| 1.999996 | 52 | 0.9% |
| -0.02705772 | 1 | < 0.1% |
| -0.18393584 | 1 | < 0.1% |
| 0.45089114 | 1 | < 0.1% |
| -0.25530975 | 1 | < 0.1% |
| 0.0783194 | 1 | < 0.1% |
| 0.02780206 | 1 | < 0.1% |
| -0.07761782 | 1 | < 0.1% |
| Other values (3846) | 3846 |
| Value | Count | Frequency (%) |
| -1.999996 | 78 | |
| -1.99997162 | 1 | < 0.1% |
| -1.99993694 | 1 | < 0.1% |
| -1.99977363 | 1 | < 0.1% |
| -1.99970214 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 52 | |
| 1.27395122 | 1 | < 0.1% |
| 1.05263937 | 1 | < 0.1% |
| 1.04956667 | 1 | < 0.1% |
| 1.01768711 | 1 | < 0.1% |
증감율_이용건수_신판_전월
Real number (ℝ)
Zeros 
| Distinct | 3850 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02056541647 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 2023 |
| Zeros (%) | 33.7% |
| Negative | 2367 |
| Negative (%) | 39.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.246909217 |
| Q1 | -0.07063754 |
| median | 0 |
| Q3 | 0.00878517 |
| 95-th percentile | 0.218712157 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.07942271 |
Descriptive statistics
| Standard deviation | 0.3250611958 |
|---|---|
| Coefficient of variation (CV) | -15.80620535 |
| Kurtosis | 28.34517503 |
| Mean | -0.02056541647 |
| Median Absolute Deviation (MAD) | 0.043065 |
| Skewness | -0.6623484656 |
| Sum | -123.3924988 |
| Variance | 0.105664781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2023 | |
| -1.999996 | 77 | 1.3% |
| 1.999996 | 53 | 0.9% |
| 0.0783194 | 1 | < 0.1% |
| 0.00120075 | 1 | < 0.1% |
| 0.19416024 | 1 | < 0.1% |
| -0.18393584 | 1 | < 0.1% |
| 0.45089114 | 1 | < 0.1% |
| -0.25530975 | 1 | < 0.1% |
| 0.02780206 | 1 | < 0.1% |
| Other values (3840) | 3840 |
| Value | Count | Frequency (%) |
| -1.999996 | 77 | |
| -0.8357385 | 1 | < 0.1% |
| -0.69590636 | 1 | < 0.1% |
| -0.67727914 | 1 | < 0.1% |
| -0.66854894 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 53 | |
| 1.27395122 | 1 | < 0.1% |
| 1.05263937 | 1 | < 0.1% |
| 1.04956667 | 1 | < 0.1% |
| 1.01768711 | 1 | < 0.1% |
증감율_이용건수_일시불_전월
Real number (ℝ)
Zeros 
| Distinct | 3848 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01413186187 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 2035 |
| Zeros (%) | 33.9% |
| Negative | 2323 |
| Negative (%) | 38.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.235414973 |
| Q1 | -0.066030365 |
| median | 0 |
| Q3 | 0.0122029 |
| 95-th percentile | 0.218506538 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.078233265 |
Descriptive statistics
| Standard deviation | 0.3136736573 |
|---|---|
| Coefficient of variation (CV) | -22.19620175 |
| Kurtosis | 30.52012602 |
| Mean | -0.01413186187 |
| Median Absolute Deviation (MAD) | 0.04143453 |
| Skewness | -0.2094707595 |
| Sum | -84.79117124 |
| Variance | 0.09839116328 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2035 | |
| -1.999996 | 65 | 1.1% |
| 1.999996 | 55 | 0.9% |
| -0.25530975 | 1 | < 0.1% |
| -0.05802221 | 1 | < 0.1% |
| 0.00120075 | 1 | < 0.1% |
| 0.19416024 | 1 | < 0.1% |
| -0.18393584 | 1 | < 0.1% |
| 0.45089114 | 1 | < 0.1% |
| 0.0783194 | 1 | < 0.1% |
| Other values (3838) | 3838 |
| Value | Count | Frequency (%) |
| -1.999996 | 65 | |
| -0.73926773 | 1 | < 0.1% |
| -0.69590636 | 1 | < 0.1% |
| -0.67727914 | 1 | < 0.1% |
| -0.66854894 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 55 | |
| 1.216695 | 1 | < 0.1% |
| 1.05263937 | 1 | < 0.1% |
| 1.04956667 | 1 | < 0.1% |
| 1.04908232 | 1 | < 0.1% |
증감율_이용건수_할부_전월
Real number (ℝ)
Zeros 
| Distinct | 129 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07781966598 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5521 |
| Zeros (%) | 92.0% |
| Negative | 401 |
| Negative (%) | 6.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.5863669355 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4861611637 |
|---|---|
| Coefficient of variation (CV) | -6.247278983 |
| Kurtosis | 12.57903587 |
| Mean | -0.07781966598 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.838087815 |
| Sum | -466.9179959 |
| Variance | 0.2363526771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5521 | |
| -1.999996 | 275 | 4.6% |
| 1.999996 | 78 | 1.3% |
| -0.57408308 | 1 | < 0.1% |
| -0.57462382 | 1 | < 0.1% |
| -0.54879216 | 1 | < 0.1% |
| -0.55431679 | 1 | < 0.1% |
| -0.58488591 | 1 | < 0.1% |
| -0.57773375 | 1 | < 0.1% |
| -0.57692279 | 1 | < 0.1% |
| Other values (119) | 119 | 2.0% |
| Value | Count | Frequency (%) |
| -1.999996 | 275 | |
| -0.62946032 | 1 | < 0.1% |
| -0.61382726 | 1 | < 0.1% |
| -0.61223541 | 1 | < 0.1% |
| -0.60565651 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 78 | 1.3% |
| 0 | 5521 | |
| -0.54879216 | 1 | < 0.1% |
| -0.54933139 | 1 | < 0.1% |
| -0.55089947 | 1 | < 0.1% |
증감율_이용건수_CA_전월
Real number (ℝ)
Zeros 
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01233237312 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5949 |
| Zeros (%) | 99.2% |
| Negative | 44 |
| Negative (%) | 0.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1839781996 |
|---|---|
| Coefficient of variation (CV) | -14.91831279 |
| Kurtosis | 113.7052661 |
| Mean | -0.01233237312 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.722767274 |
| Sum | -73.9942387 |
| Variance | 0.03384797794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5949 | |
| -1.999996 | 15 | 0.2% |
| 1.999996 | 3 | 0.1% |
| -1.9990736 | 1 | < 0.1% |
| -1.9990267 | 1 | < 0.1% |
| -1.99970214 | 1 | < 0.1% |
| -1.99960654 | 1 | < 0.1% |
| 1.99994651 | 1 | < 0.1% |
| -1.99968997 | 1 | < 0.1% |
| -1.9992968 | 1 | < 0.1% |
| Other values (26) | 26 | 0.4% |
| Value | Count | Frequency (%) |
| -1.999996 | 15 | |
| -1.99999097 | 1 | < 0.1% |
| -1.99998843 | 1 | < 0.1% |
| -1.99997376 | 1 | < 0.1% |
| -1.99997162 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 3 | |
| 1.99996241 | 1 | < 0.1% |
| 1.99994651 | 1 | < 0.1% |
| 1.9998943 | 1 | < 0.1% |
| 1.99890687 | 1 | < 0.1% |
증감율_이용건수_체크_전월
Real number (ℝ)
Zeros 
| Distinct | 945 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02067158345 |
| Minimum | -0.80222056 |
|---|---|
| Maximum | 0.3404037 |
| Zeros | 5056 |
| Zeros (%) | 84.3% |
| Negative | 810 |
| Negative (%) | 13.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -0.80222056 |
|---|---|
| 5-th percentile | -0.179149819 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.3404037 |
| Range | 1.14262426 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07396871467 |
|---|---|
| Coefficient of variation (CV) | -3.578280051 |
| Kurtosis | 21.13111721 |
| Mean | -0.02067158345 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.699917341 |
| Sum | -124.0295007 |
| Variance | 0.00547137075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5056 | |
| -0.22651117 | 1 | < 0.1% |
| -0.16387727 | 1 | < 0.1% |
| -0.13019999 | 1 | < 0.1% |
| 0.0753979 | 1 | < 0.1% |
| -0.09669113 | 1 | < 0.1% |
| -0.01068366 | 1 | < 0.1% |
| 0.05712694 | 1 | < 0.1% |
| -0.17642255 | 1 | < 0.1% |
| -0.10731945 | 1 | < 0.1% |
| Other values (935) | 935 | 15.6% |
| Value | Count | Frequency (%) |
| -0.80222056 | 1 | |
| -0.78392783 | 1 | |
| -0.77713269 | 1 | |
| -0.67606286 | 1 | |
| -0.66435484 | 1 |
| Value | Count | Frequency (%) |
| 0.3404037 | 1 | |
| 0.33653948 | 1 | |
| 0.32302381 | 1 | |
| 0.32016772 | 1 | |
| 0.30454032 | 1 |
증감율_이용건수_카드론_전월
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.003999992 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 0 |
| Zeros | 5988 |
| Zeros (%) | 99.8% |
| Negative | 12 |
| Negative (%) | 0.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 1.999996 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08936049993 |
|---|---|
| Coefficient of variation (CV) | -22.34016966 |
| Kurtosis | 495.415754 |
| Mean | -0.003999992 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -22.29911692 |
| Sum | -23.999952 |
| Variance | 0.007985298947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5988 | |
| -1.999996 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| -1.999996 | 12 | 0.2% |
| 0 | 5988 |
| Value | Count | Frequency (%) |
| 0 | 5988 | |
| -1.999996 | 12 | 0.2% |
증감율_이용금액_신용_전월
Real number (ℝ)
| Distinct | 5940 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07912657724 |
| Minimum | -2.00328236 |
|---|---|
| Maximum | 2.0012951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1398 |
| Negative (%) | 23.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2.00328236 |
|---|---|
| 5-th percentile | -0.877875267 |
| Q1 | 1.0105 × 10-5 |
| median | 0.19446532 |
| Q3 | 0.2570585475 |
| 95-th percentile | 0.3491308155 |
| Maximum | 2.0012951 |
| Range | 4.00457746 |
| Interquartile range (IQR) | 0.2570484425 |
Descriptive statistics
| Standard deviation | 0.5062620731 |
|---|---|
| Coefficient of variation (CV) | 6.398129311 |
| Kurtosis | 9.330373925 |
| Mean | 0.07912657724 |
| Median Absolute Deviation (MAD) | 0.14028972 |
| Skewness | -1.366136223 |
| Sum | 474.7594634 |
| Variance | 0.2563012867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.58 × 10-6 | 3 | 0.1% |
| 3.37 × 10-5 | 3 | 0.1% |
| 5.17 × 10-5 | 3 | 0.1% |
| 2.323 × 10-5 | 2 | < 0.1% |
| 3.591 × 10-5 | 2 | < 0.1% |
| 4.97 × 10-6 | 2 | < 0.1% |
| 5.46 × 10-6 | 2 | < 0.1% |
| 9.71 × 10-6 | 2 | < 0.1% |
| 2.423 × 10-5 | 2 | < 0.1% |
| 0.00012398 | 2 | < 0.1% |
| Other values (5930) | 5977 |
| Value | Count | Frequency (%) |
| -2.00328236 | 1 | |
| -2.00245905 | 1 | |
| -2.00143473 | 1 | |
| -2.00143302 | 1 | |
| -2.00141894 | 1 |
| Value | Count | Frequency (%) |
| 2.0012951 | 1 | |
| 2.00127835 | 1 | |
| 2.00127687 | 1 | |
| 2.00115846 | 1 | |
| 2.00112105 | 1 |
증감율_이용금액_신판_전월
Real number (ℝ)
| Distinct | 5940 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08880276447 |
| Minimum | -2.00328236 |
|---|---|
| Maximum | 2.0012951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1292 |
| Negative (%) | 21.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2.00328236 |
|---|---|
| 5-th percentile | -0.8709899085 |
| Q1 | 2.08725 × 10-5 |
| median | 0.200527965 |
| Q3 | 0.2590700375 |
| 95-th percentile | 0.3499604395 |
| Maximum | 2.0012951 |
| Range | 4.00457746 |
| Interquartile range (IQR) | 0.259049165 |
Descriptive statistics
| Standard deviation | 0.498478212 |
|---|---|
| Coefficient of variation (CV) | 5.613318628 |
| Kurtosis | 9.770528519 |
| Mean | 0.08880276447 |
| Median Absolute Deviation (MAD) | 0.1207101 |
| Skewness | -1.424136897 |
| Sum | 532.8165868 |
| Variance | 0.2484805279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.37 × 10-5 | 3 | 0.1% |
| 5.17 × 10-5 | 3 | 0.1% |
| 9.58 × 10-6 | 3 | 0.1% |
| 2.323 × 10-5 | 2 | < 0.1% |
| 0.00012398 | 2 | < 0.1% |
| -9.87 × 10-6 | 2 | < 0.1% |
| 5.389 × 10-5 | 2 | < 0.1% |
| 4.97 × 10-6 | 2 | < 0.1% |
| 5.46 × 10-6 | 2 | < 0.1% |
| 9.71 × 10-6 | 2 | < 0.1% |
| Other values (5930) | 5977 |
| Value | Count | Frequency (%) |
| -2.00328236 | 1 | |
| -2.00245905 | 1 | |
| -2.00143473 | 1 | |
| -2.00143302 | 1 | |
| -2.00141894 | 1 |
| Value | Count | Frequency (%) |
| 2.0012951 | 1 | |
| 2.00127835 | 1 | |
| 2.00127687 | 1 | |
| 2.00124161 | 1 | |
| 2.00115846 | 1 |
증감율_이용금액_일시불_전월
Real number (ℝ)
| Distinct | 5938 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09284764395 |
| Minimum | -2.00328236 |
|---|---|
| Maximum | 2.00139751 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1261 |
| Negative (%) | 21.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2.00328236 |
|---|---|
| 5-th percentile | -0.8289471225 |
| Q1 | 2.36225 × 10-5 |
| median | 0.198201325 |
| Q3 | 0.2536039275 |
| 95-th percentile | 0.3366090935 |
| Maximum | 2.00139751 |
| Range | 4.00467987 |
| Interquartile range (IQR) | 0.253580305 |
Descriptive statistics
| Standard deviation | 0.4820271981 |
|---|---|
| Coefficient of variation (CV) | 5.191593213 |
| Kurtosis | 10.9443613 |
| Mean | 0.09284764395 |
| Median Absolute Deviation (MAD) | 0.112543405 |
| Skewness | -1.485063283 |
| Sum | 557.0858637 |
| Variance | 0.2323502197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.58 × 10-6 | 3 | 0.1% |
| 5.17 × 10-5 | 3 | 0.1% |
| 3.37 × 10-5 | 3 | 0.1% |
| 5.29 × 10-6 | 2 | < 0.1% |
| 5.389 × 10-5 | 2 | < 0.1% |
| -9.87 × 10-6 | 2 | < 0.1% |
| 4.97 × 10-6 | 2 | < 0.1% |
| 3.668 × 10-5 | 2 | < 0.1% |
| 5.46 × 10-6 | 2 | < 0.1% |
| 9.71 × 10-6 | 2 | < 0.1% |
| Other values (5928) | 5977 |
| Value | Count | Frequency (%) |
| -2.00328236 | 1 | |
| -2.00245905 | 1 | |
| -2.00143473 | 1 | |
| -2.00143302 | 1 | |
| -2.00133989 | 1 |
| Value | Count | Frequency (%) |
| 2.00139751 | 1 | |
| 2.0012951 | 1 | |
| 2.00127835 | 1 | |
| 2.00127687 | 1 | |
| 2.00124161 | 1 |
증감율_이용금액_할부_전월
Real number (ℝ)
Zeros 
| Distinct | 529 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04300813213 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5202 |
| Zeros (%) | 86.7% |
| Negative | 594 |
| Negative (%) | 9.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.1381729455 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4252465027 |
|---|---|
| Coefficient of variation (CV) | -9.887583617 |
| Kurtosis | 18.48158682 |
| Mean | -0.04300813213 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.641521851 |
| Sum | -258.0487928 |
| Variance | 0.1808345881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5202 | |
| -1.999996 | 192 | 3.2% |
| 1.999996 | 80 | 1.3% |
| -0.08601988 | 1 | < 0.1% |
| -0.24810976 | 1 | < 0.1% |
| 0.01212237 | 1 | < 0.1% |
| 0.02736729 | 1 | < 0.1% |
| -0.10996275 | 1 | < 0.1% |
| -0.40598319 | 1 | < 0.1% |
| -0.16603573 | 1 | < 0.1% |
| Other values (519) | 519 | 8.6% |
| Value | Count | Frequency (%) |
| -1.999996 | 192 | |
| -0.550314 | 1 | < 0.1% |
| -0.48233852 | 1 | < 0.1% |
| -0.48110899 | 1 | < 0.1% |
| -0.41206159 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 80 | |
| 0.30855712 | 1 | < 0.1% |
| 0.29220037 | 1 | < 0.1% |
| 0.2909177 | 1 | < 0.1% |
| 0.24409276 | 1 | < 0.1% |
증감율_이용금액_CA_전월
Real number (ℝ)
Zeros 
| Distinct | 142 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00669081412 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5830 |
| Zeros (%) | 97.2% |
| Negative | 111 |
| Negative (%) | 1.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1439731744 |
|---|---|
| Coefficient of variation (CV) | -21.5180353 |
| Kurtosis | 188.0622187 |
| Mean | -0.00669081412 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.357609811 |
| Sum | -40.14488472 |
| Variance | 0.02072827496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5830 | |
| -1.999996 | 25 | 0.4% |
| 1.999996 | 6 | 0.1% |
| -0.04138389 | 1 | < 0.1% |
| 0.00699396 | 1 | < 0.1% |
| 0.10104731 | 1 | < 0.1% |
| -0.00279006 | 1 | < 0.1% |
| 0.04536701 | 1 | < 0.1% |
| -0.01943311 | 1 | < 0.1% |
| 0.05855973 | 1 | < 0.1% |
| Other values (132) | 132 | 2.2% |
| Value | Count | Frequency (%) |
| -1.999996 | 25 | |
| -0.31354116 | 1 | < 0.1% |
| -0.29146491 | 1 | < 0.1% |
| -0.19472456 | 1 | < 0.1% |
| -0.16581931 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 6 | |
| 0.13671892 | 1 | < 0.1% |
| 0.12642046 | 1 | < 0.1% |
| 0.11360166 | 1 | < 0.1% |
| 0.10104731 | 1 | < 0.1% |
증감율_이용금액_체크_전월
Real number (ℝ)
Zeros 
| Distinct | 874 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005761653003 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 0.30332522 |
| Zeros | 5115 |
| Zeros (%) | 85.2% |
| Negative | 454 |
| Negative (%) | 7.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.038220373 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.02451255 |
| Maximum | 0.30332522 |
| Range | 2.30332122 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09865676072 |
|---|---|
| Coefficient of variation (CV) | -17.12299589 |
| Kurtosis | 359.4428203 |
| Mean | -0.005761653003 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -17.93405435 |
| Sum | -34.56991802 |
| Variance | 0.009733156436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5115 | |
| -1.999996 | 13 | 0.2% |
| 0.02465515 | 1 | < 0.1% |
| -0.0480843 | 1 | < 0.1% |
| 0.03160665 | 1 | < 0.1% |
| -0.01413398 | 1 | < 0.1% |
| 0.02644298 | 1 | < 0.1% |
| 0.01107842 | 1 | < 0.1% |
| 0.02919639 | 1 | < 0.1% |
| 0.03670033 | 1 | < 0.1% |
| Other values (864) | 864 | 14.4% |
| Value | Count | Frequency (%) |
| -1.999996 | 13 | |
| -0.2763352 | 1 | < 0.1% |
| -0.27626808 | 1 | < 0.1% |
| -0.27303104 | 1 | < 0.1% |
| -0.24792035 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.30332522 | 1 | |
| 0.26309767 | 1 | |
| 0.25143439 | 1 | |
| 0.22032766 | 1 | |
| 0.20359387 | 1 |
증감율_이용금액_카드론_전월
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.003999992 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 0 |
| Zeros | 5988 |
| Zeros (%) | 99.8% |
| Negative | 12 |
| Negative (%) | 0.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 1.999996 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08936049993 |
|---|---|
| Coefficient of variation (CV) | -22.34016966 |
| Kurtosis | 495.415754 |
| Mean | -0.003999992 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -22.29911692 |
| Sum | -23.999952 |
| Variance | 0.007985298947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5988 | |
| -1.999996 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| -1.999996 | 12 | 0.2% |
| 0 | 5988 |
| Value | Count | Frequency (%) |
| 0 | 5988 | |
| -1.999996 | 12 | 0.2% |
증감율_이용건수_신용_분기
Real number (ℝ)
Zeros 
| Distinct | 4342 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07809498595 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 1298 |
| Zeros (%) | 21.6% |
| Negative | 2801 |
| Negative (%) | 46.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -1.08128405 |
| Q1 | -0.241348445 |
| median | 0 |
| Q3 | 0.07368193 |
| 95-th percentile | 0.750297636 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.315030375 |
Descriptive statistics
| Standard deviation | 0.6091528972 |
|---|---|
| Coefficient of variation (CV) | -7.800153746 |
| Kurtosis | 4.760693894 |
| Mean | -0.07809498595 |
| Median Absolute Deviation (MAD) | 0.168795745 |
| Skewness | -0.2414781352 |
| Sum | -468.5699157 |
| Variance | 0.3710672521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1298 | 21.6% |
| -1.999996 | 232 | 3.9% |
| 1.999996 | 131 | 2.2% |
| 0.51749117 | 1 | < 0.1% |
| -0.81800698 | 1 | < 0.1% |
| 0.69809484 | 1 | < 0.1% |
| 0.47373282 | 1 | < 0.1% |
| -0.73177712 | 1 | < 0.1% |
| -0.29966816 | 1 | < 0.1% |
| -0.10044835 | 1 | < 0.1% |
| Other values (4332) | 4332 |
| Value | Count | Frequency (%) |
| -1.999996 | 232 | |
| -1.81649147 | 1 | < 0.1% |
| -1.70379637 | 1 | < 0.1% |
| -1.6978953 | 1 | < 0.1% |
| -1.69570331 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 131 | |
| 1.94092219 | 1 | < 0.1% |
| 1.77695368 | 1 | < 0.1% |
| 1.76337243 | 1 | < 0.1% |
| 1.75212782 | 1 | < 0.1% |
증감율_이용건수_신판_분기
Real number (ℝ)
Zeros 
| Distinct | 4331 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07892514912 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 1316 |
| Zeros (%) | 21.9% |
| Negative | 2801 |
| Negative (%) | 46.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -1.065122338 |
| Q1 | -0.2402977575 |
| median | 0 |
| Q3 | 0.070045735 |
| 95-th percentile | 0.7395863545 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.3103434925 |
Descriptive statistics
| Standard deviation | 0.6051421085 |
|---|---|
| Coefficient of variation (CV) | -7.667291291 |
| Kurtosis | 4.816661794 |
| Mean | -0.07892514912 |
| Median Absolute Deviation (MAD) | 0.167457445 |
| Skewness | -0.2647491067 |
| Sum | -473.5508947 |
| Variance | 0.3661969715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1316 | 21.9% |
| -1.999996 | 230 | 3.8% |
| 1.999996 | 126 | 2.1% |
| -0.05021437 | 1 | < 0.1% |
| 0.47373282 | 1 | < 0.1% |
| -0.73177712 | 1 | < 0.1% |
| -0.29966816 | 1 | < 0.1% |
| -0.10044835 | 1 | < 0.1% |
| 0.51749117 | 1 | < 0.1% |
| -0.2217717 | 1 | < 0.1% |
| Other values (4321) | 4321 |
| Value | Count | Frequency (%) |
| -1.999996 | 230 | |
| -1.81649147 | 1 | < 0.1% |
| -1.70379637 | 1 | < 0.1% |
| -1.6978953 | 1 | < 0.1% |
| -1.69570331 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 126 | |
| 1.94092219 | 1 | < 0.1% |
| 1.77695368 | 1 | < 0.1% |
| 1.76337243 | 1 | < 0.1% |
| 1.75212782 | 1 | < 0.1% |
증감율_이용건수_일시불_분기
Real number (ℝ)
Zeros 
| Distinct | 4323 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07149511803 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 1341 |
| Zeros (%) | 22.4% |
| Negative | 2767 |
| Negative (%) | 46.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -1.016733542 |
| Q1 | -0.232117895 |
| median | 0 |
| Q3 | 0.0783860075 |
| 95-th percentile | 0.7363524385 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.3105039025 |
Descriptive statistics
| Standard deviation | 0.5945012255 |
|---|---|
| Coefficient of variation (CV) | -8.315270215 |
| Kurtosis | 5.046654335 |
| Mean | -0.07149511803 |
| Median Absolute Deviation (MAD) | 0.1647645 |
| Skewness | -0.2531939668 |
| Sum | -428.9707082 |
| Variance | 0.3534317071 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1341 | 22.4% |
| -1.999996 | 216 | 3.6% |
| 1.999996 | 123 | 2.1% |
| 0.51519355 | 1 | < 0.1% |
| -0.81800698 | 1 | < 0.1% |
| 0.69809484 | 1 | < 0.1% |
| 0.47373282 | 1 | < 0.1% |
| -0.71323858 | 1 | < 0.1% |
| -0.24116629 | 1 | < 0.1% |
| -0.10044835 | 1 | < 0.1% |
| Other values (4313) | 4313 |
| Value | Count | Frequency (%) |
| -1.999996 | 216 | |
| -1.79098636 | 1 | < 0.1% |
| -1.69570331 | 1 | < 0.1% |
| -1.66864548 | 1 | < 0.1% |
| -1.66746843 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 123 | |
| 1.9303956 | 1 | < 0.1% |
| 1.76877767 | 1 | < 0.1% |
| 1.75049638 | 1 | < 0.1% |
| 1.74706468 | 1 | < 0.1% |
증감율_이용건수_할부_분기
Real number (ℝ)
Zeros 
| Distinct | 509 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.202260907 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 4498 |
| Zeros (%) | 75.0% |
| Negative | 985 |
| Negative (%) | 16.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -1.999996 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.3411135245 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8202182395 |
|---|---|
| Coefficient of variation (CV) | -4.0552485 |
| Kurtosis | 2.008780519 |
| Mean | -0.202260907 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.6229813493 |
| Sum | -1213.565442 |
| Variance | 0.6727579604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4498 | |
| -1.999996 | 766 | 12.8% |
| 1.999996 | 230 | 3.8% |
| -1.12604169 | 1 | < 0.1% |
| -1.07966839 | 1 | < 0.1% |
| 0.32905948 | 1 | < 0.1% |
| 0.32899522 | 1 | < 0.1% |
| 0.33589269 | 1 | < 0.1% |
| -1.08682122 | 1 | < 0.1% |
| 0.3232639 | 1 | < 0.1% |
| Other values (499) | 499 | 8.3% |
| Value | Count | Frequency (%) |
| -1.999996 | 766 | |
| -1.16705264 | 1 | < 0.1% |
| -1.14751919 | 1 | < 0.1% |
| -1.13942643 | 1 | < 0.1% |
| -1.13655592 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 230 | |
| 1.26949276 | 1 | < 0.1% |
| 1.25802628 | 1 | < 0.1% |
| 0.37548608 | 1 | < 0.1% |
| 0.37319033 | 1 | < 0.1% |
증감율_이용건수_CA_분기
Real number (ℝ)
Zeros 
| Distinct | 100 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0281313002 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5659 |
| Zeros (%) | 94.3% |
| Negative | 177 |
| Negative (%) | 2.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4059367222 |
|---|---|
| Coefficient of variation (CV) | -14.43007324 |
| Kurtosis | 20.54125882 |
| Mean | -0.0281313002 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.716960812 |
| Sum | -168.7878012 |
| Variance | 0.1647846224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5659 | |
| -1.999996 | 170 | 2.8% |
| 1.999996 | 74 | 1.2% |
| 0.33644383 | 1 | < 0.1% |
| 0.34247818 | 1 | < 0.1% |
| -1.08732068 | 1 | < 0.1% |
| 0.34108586 | 1 | < 0.1% |
| 0.32613892 | 1 | < 0.1% |
| 0.32248799 | 1 | < 0.1% |
| 0.34036633 | 1 | < 0.1% |
| Other values (90) | 90 | 1.5% |
| Value | Count | Frequency (%) |
| -1.999996 | 170 | |
| -1.08732068 | 1 | < 0.1% |
| -1.08720286 | 1 | < 0.1% |
| -1.08681043 | 1 | < 0.1% |
| -1.08497451 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 74 | |
| 0.35001019 | 1 | < 0.1% |
| 0.34918703 | 1 | < 0.1% |
| 0.34541776 | 1 | < 0.1% |
| 0.34451167 | 1 | < 0.1% |
증감율_이용건수_체크_분기
Real number (ℝ)
Zeros 
| Distinct | 940 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02454774407 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 4912 |
| Zeros (%) | 81.9% |
| Negative | 745 |
| Negative (%) | 12.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.116735867 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.010816705 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3193650974 |
|---|---|
| Coefficient of variation (CV) | -13.0099571 |
| Kurtosis | 35.15017781 |
| Mean | -0.02454774407 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.866744054 |
| Sum | -147.2864644 |
| Variance | 0.1019940654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4912 | |
| -1.999996 | 101 | 1.7% |
| 1.999996 | 50 | 0.8% |
| -0.0506259 | 1 | < 0.1% |
| -0.19137353 | 1 | < 0.1% |
| -0.02098076 | 1 | < 0.1% |
| -0.13533333 | 1 | < 0.1% |
| 0.00819759 | 1 | < 0.1% |
| -0.24110267 | 1 | < 0.1% |
| 0.00703552 | 1 | < 0.1% |
| Other values (930) | 930 | 15.5% |
| Value | Count | Frequency (%) |
| -1.999996 | 101 | |
| -0.40471152 | 1 | < 0.1% |
| -0.40086286 | 1 | < 0.1% |
| -0.39183591 | 1 | < 0.1% |
| -0.38827507 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 50 | |
| 0.3219125 | 1 | < 0.1% |
| 0.24713182 | 1 | < 0.1% |
| 0.23776089 | 1 | < 0.1% |
| 0.23529196 | 1 | < 0.1% |
증감율_이용건수_카드론_분기
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01999996 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5876 |
| Zeros (%) | 97.9% |
| Negative | 92 |
| Negative (%) | 1.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2868449946 |
|---|---|
| Coefficient of variation (CV) | -14.34227842 |
| Kurtosis | 44.98084541 |
| Mean | -0.01999996 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.181692171 |
| Sum | -119.99976 |
| Variance | 0.08228005094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5876 | |
| -1.999996 | 92 | 1.5% |
| 1.999996 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| -1.999996 | 92 | 1.5% |
| 0 | 5876 | |
| 1.999996 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| 1.999996 | 32 | 0.5% |
| 0 | 5876 | |
| -1.999996 | 92 | 1.5% |
증감율_이용금액_신용_분기
Real number (ℝ)
Zeros 
| Distinct | 4570 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1447915679 |
| Minimum | -2.02984327 |
|---|---|
| Maximum | 2.09851505 |
| Zeros | 1105 |
| Zeros (%) | 18.4% |
| Negative | 3234 |
| Negative (%) | 53.9% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2.02984327 |
|---|---|
| 5-th percentile | -1.252291573 |
| Q1 | -0.36240906 |
| median | -0.049913375 |
| Q3 | 0.03713803 |
| 95-th percentile | 0.7084734515 |
| Maximum | 2.09851505 |
| Range | 4.12835832 |
| Interquartile range (IQR) | 0.39954709 |
Descriptive statistics
| Standard deviation | 0.624408142 |
|---|---|
| Coefficient of variation (CV) | -4.312462051 |
| Kurtosis | 3.827884869 |
| Mean | -0.1447915679 |
| Median Absolute Deviation (MAD) | 0.21284182 |
| Skewness | -0.09697484385 |
| Sum | -868.7494075 |
| Variance | 0.3898855278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1105 | 18.4% |
| -1.999996 | 213 | 3.5% |
| 1.999996 | 115 | 1.9% |
| -0.41131954 | 1 | < 0.1% |
| 0.86703372 | 1 | < 0.1% |
| 1.07970769 | 1 | < 0.1% |
| -0.48636274 | 1 | < 0.1% |
| -0.49573327 | 1 | < 0.1% |
| 1.64726085 | 1 | < 0.1% |
| -0.2502102 | 1 | < 0.1% |
| Other values (4560) | 4560 |
| Value | Count | Frequency (%) |
| -2.02984327 | 1 | < 0.1% |
| -1.999996 | 213 | |
| -1.99167259 | 1 | < 0.1% |
| -1.9528807 | 1 | < 0.1% |
| -1.95052837 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.09851505 | 1 | < 0.1% |
| 2.0221538 | 1 | < 0.1% |
| 1.999996 | 115 | |
| 1.9927481 | 1 | < 0.1% |
| 1.91245764 | 1 | < 0.1% |
증감율_이용금액_신판_분기
Real number (ℝ)
Zeros 
| Distinct | 4528 |
|---|---|
| Distinct (%) | 75.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1434901485 |
| Minimum | -2.02984327 |
|---|---|
| Maximum | 2.09851505 |
| Zeros | 1136 |
| Zeros (%) | 18.9% |
| Negative | 3203 |
| Negative (%) | 53.4% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -2.02984327 |
|---|---|
| 5-th percentile | -1.26796183 |
| Q1 | -0.359005655 |
| median | -0.04514879 |
| Q3 | 0.035753265 |
| 95-th percentile | 0.727826845 |
| Maximum | 2.09851505 |
| Range | 4.12835832 |
| Interquartile range (IQR) | 0.39475892 |
Descriptive statistics
| Standard deviation | 0.6290883624 |
|---|---|
| Coefficient of variation (CV) | -4.384192009 |
| Kurtosis | 3.792177365 |
| Mean | -0.1434901485 |
| Median Absolute Deviation (MAD) | 0.21292453 |
| Skewness | -0.1013413483 |
| Sum | -860.940891 |
| Variance | 0.3957521677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1136 | 18.9% |
| -1.999996 | 220 | 3.7% |
| 1.999996 | 119 | 2.0% |
| -0.41131954 | 1 | < 0.1% |
| 0.03210675 | 1 | < 0.1% |
| -0.49573327 | 1 | < 0.1% |
| 1.64726085 | 1 | < 0.1% |
| -0.2502102 | 1 | < 0.1% |
| 0.07993989 | 1 | < 0.1% |
| 0.86703372 | 1 | < 0.1% |
| Other values (4518) | 4518 |
| Value | Count | Frequency (%) |
| -2.02984327 | 1 | < 0.1% |
| -1.999996 | 220 | |
| -1.99167259 | 1 | < 0.1% |
| -1.9528807 | 1 | < 0.1% |
| -1.95052837 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.09851505 | 1 | < 0.1% |
| 2.0221538 | 1 | < 0.1% |
| 1.999996 | 119 | |
| 1.9927481 | 1 | < 0.1% |
| 1.8929839 | 1 | < 0.1% |
증감율_이용금액_일시불_분기
Real number (ℝ)
Zeros 
| Distinct | 4515 |
|---|---|
| Distinct (%) | 75.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1147797363 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 2.04667 |
| Zeros | 1153 |
| Zeros (%) | 19.2% |
| Negative | 3078 |
| Negative (%) | 51.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -1.172053909 |
| Q1 | -0.3152737875 |
| median | -0.01830291 |
| Q3 | 0.0581445625 |
| 95-th percentile | 0.7333061975 |
| Maximum | 2.04667 |
| Range | 4.046666 |
| Interquartile range (IQR) | 0.37341835 |
Descriptive statistics
| Standard deviation | 0.6171926635 |
|---|---|
| Coefficient of variation (CV) | -5.37719186 |
| Kurtosis | 4.153814134 |
| Mean | -0.1147797363 |
| Median Absolute Deviation (MAD) | 0.19290287 |
| Skewness | -0.1442873325 |
| Sum | -688.6784176 |
| Variance | 0.3809267839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1153 | 19.2% |
| -1.999996 | 214 | 3.6% |
| 1.999996 | 121 | 2.0% |
| -0.34941785 | 1 | < 0.1% |
| 0.09373659 | 1 | < 0.1% |
| -0.12996357 | 1 | < 0.1% |
| 1.07970769 | 1 | < 0.1% |
| -0.29288327 | 1 | < 0.1% |
| -0.156635 | 1 | < 0.1% |
| 1.73581051 | 1 | < 0.1% |
| Other values (4505) | 4505 |
| Value | Count | Frequency (%) |
| -1.999996 | 214 | |
| -1.95052837 | 1 | < 0.1% |
| -1.93784206 | 1 | < 0.1% |
| -1.90466819 | 1 | < 0.1% |
| -1.87167624 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.04667 | 1 | < 0.1% |
| 1.999996 | 121 | |
| 1.92292865 | 1 | < 0.1% |
| 1.8929839 | 1 | < 0.1% |
| 1.85643731 | 1 | < 0.1% |
증감율_이용금액_할부_분기
Real number (ℝ)
Zeros 
| Distinct | 1102 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.143038635 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 4150 |
| Zeros (%) | 69.2% |
| Negative | 1269 |
| Negative (%) | 21.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -1.999996 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.1417446715 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6974929227 |
|---|---|
| Coefficient of variation (CV) | -4.876255446 |
| Kurtosis | 4.453471459 |
| Mean | -0.143038635 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9317846185 |
| Sum | -858.2318098 |
| Variance | 0.4864963773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4150 | |
| -1.999996 | 573 | 9.6% |
| 1.999996 | 178 | 3.0% |
| -0.11061536 | 1 | < 0.1% |
| 0.05543641 | 1 | < 0.1% |
| 0.27768114 | 1 | < 0.1% |
| 0.00929556 | 1 | < 0.1% |
| -0.13857699 | 1 | < 0.1% |
| -0.15484376 | 1 | < 0.1% |
| 0.01191854 | 1 | < 0.1% |
| Other values (1092) | 1092 | 18.2% |
| Value | Count | Frequency (%) |
| -1.999996 | 573 | |
| -0.77338586 | 1 | < 0.1% |
| -0.55822346 | 1 | < 0.1% |
| -0.51716182 | 1 | < 0.1% |
| -0.4865403 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 178 | |
| 0.71603274 | 1 | < 0.1% |
| 0.55030101 | 1 | < 0.1% |
| 0.46565628 | 1 | < 0.1% |
| 0.45268821 | 1 | < 0.1% |
증감율_이용금액_CA_분기
Real number (ℝ)
Zeros 
| Distinct | 336 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02245390898 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5466 |
| Zeros (%) | 91.1% |
| Negative | 335 |
| Negative (%) | 5.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.020852696 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3662439397 |
|---|---|
| Coefficient of variation (CV) | -16.31092119 |
| Kurtosis | 26.42758955 |
| Mean | -0.02245390898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.527536494 |
| Sum | -134.7234539 |
| Variance | 0.1341346234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5466 | |
| -1.999996 | 132 | 2.2% |
| 1.999996 | 69 | 1.1% |
| -0.18015028 | 1 | < 0.1% |
| 0.04721431 | 1 | < 0.1% |
| -0.03628895 | 1 | < 0.1% |
| 0.03213708 | 1 | < 0.1% |
| -0.07208462 | 1 | < 0.1% |
| -0.08568474 | 1 | < 0.1% |
| -0.13720363 | 1 | < 0.1% |
| Other values (326) | 326 | 5.4% |
| Value | Count | Frequency (%) |
| -1.999996 | 132 | |
| -0.31903687 | 1 | < 0.1% |
| -0.29247094 | 1 | < 0.1% |
| -0.28228861 | 1 | < 0.1% |
| -0.27324072 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 69 | |
| 0.24660249 | 1 | < 0.1% |
| 0.24012504 | 1 | < 0.1% |
| 0.22696891 | 1 | < 0.1% |
| 0.21386887 | 1 | < 0.1% |
증감율_이용금액_체크_분기
Real number (ℝ)
Zeros 
| Distinct | 947 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02410353766 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 4911 |
| Zeros (%) | 81.8% |
| Negative | 736 |
| Negative (%) | 12.3% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.1138889355 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.011502696 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3129636363 |
|---|---|
| Coefficient of variation (CV) | -12.98413705 |
| Kurtosis | 36.73509039 |
| Mean | -0.02410353766 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.911046009 |
| Sum | -144.6212259 |
| Variance | 0.09794623764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4911 | |
| -1.999996 | 97 | 1.6% |
| 1.999996 | 48 | 0.8% |
| -0.02614884 | 1 | < 0.1% |
| -0.04477213 | 1 | < 0.1% |
| -0.09510845 | 1 | < 0.1% |
| -0.02874548 | 1 | < 0.1% |
| -0.14728098 | 1 | < 0.1% |
| 0.07755246 | 1 | < 0.1% |
| -0.08205924 | 1 | < 0.1% |
| Other values (937) | 937 | 15.6% |
| Value | Count | Frequency (%) |
| -1.999996 | 97 | |
| -0.4495759 | 1 | < 0.1% |
| -0.39893403 | 1 | < 0.1% |
| -0.39887736 | 1 | < 0.1% |
| -0.37099585 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 48 | |
| 0.22454 | 1 | < 0.1% |
| 0.19263008 | 1 | < 0.1% |
| 0.18392783 | 1 | < 0.1% |
| 0.18031401 | 1 | < 0.1% |
증감율_이용금액_카드론_분기
Real number (ℝ)
Zeros 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02066662533 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 5874 |
| Zeros (%) | 97.9% |
| Negative | 94 |
| Negative (%) | 1.6% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2891132748 |
|---|---|
| Coefficient of variation (CV) | -13.98937999 |
| Kurtosis | 44.19715299 |
| Mean | -0.02066662533 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.2075945 |
| Sum | -123.999752 |
| Variance | 0.08358648568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5874 | |
| -1.999996 | 94 | 1.6% |
| 1.999996 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| -1.999996 | 94 | 1.6% |
| 0 | 5874 | |
| 1.999996 | 32 | 0.5% |
| Value | Count | Frequency (%) |
| 1.999996 | 32 | 0.5% |
| 0 | 5874 | |
| -1.999996 | 94 | 1.6% |
잔액_신판평균한도소진율_r6m
Real number (ℝ)
Zeros 
| Distinct | 4557 |
|---|---|
| Distinct (%) | 75.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1254133906 |
| Minimum | 0 |
|---|---|
| Maximum | 0.88894015 |
| Zeros | 1444 |
| Zeros (%) | 24.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0012412225 |
| median | 0.047072175 |
| Q3 | 0.1702844675 |
| 95-th percentile | 0.551130437 |
| Maximum | 0.88894015 |
| Range | 0.88894015 |
| Interquartile range (IQR) | 0.169043245 |
Descriptive statistics
| Standard deviation | 0.177276205 |
|---|---|
| Coefficient of variation (CV) | 1.413534903 |
| Kurtosis | 2.815836994 |
| Mean | 0.1254133906 |
| Median Absolute Deviation (MAD) | 0.047072175 |
| Skewness | 1.836573248 |
| Sum | 752.4803439 |
| Variance | 0.03142685287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1444 | 24.1% |
| 0.1535621 | 1 | < 0.1% |
| 0.88006686 | 1 | < 0.1% |
| 0.28100613 | 1 | < 0.1% |
| 0.05109418 | 1 | < 0.1% |
| 0.41779368 | 1 | < 0.1% |
| 0.63872539 | 1 | < 0.1% |
| 0.67273904 | 1 | < 0.1% |
| 0.40357217 | 1 | < 0.1% |
| 0.14713042 | 1 | < 0.1% |
| Other values (4547) | 4547 |
| Value | Count | Frequency (%) |
| 0 | 1444 | |
| 1.492 × 10-5 | 1 | < 0.1% |
| 1.835 × 10-5 | 1 | < 0.1% |
| 3.442 × 10-5 | 1 | < 0.1% |
| 3.757 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.88894015 | 1 | |
| 0.88042653 | 1 | |
| 0.88006686 | 1 | |
| 0.86178879 | 1 | |
| 0.85986306 | 1 |
잔액_신판최대한도소진율_r6m
Real number (ℝ)
Zeros 
| Distinct | 4891 |
|---|---|
| Distinct (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.184551031 |
| Minimum | 0 |
|---|---|
| Maximum | 1.17642111 |
| Zeros | 1110 |
| Zeros (%) | 18.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0124015 |
| median | 0.091893385 |
| Q3 | 0.2614361675 |
| 95-th percentile | 0.722834407 |
| Maximum | 1.17642111 |
| Range | 1.17642111 |
| Interquartile range (IQR) | 0.2490346675 |
Descriptive statistics
| Standard deviation | 0.2328633619 |
|---|---|
| Coefficient of variation (CV) | 1.261783045 |
| Kurtosis | 2.15063497 |
| Mean | 0.184551031 |
| Median Absolute Deviation (MAD) | 0.091893385 |
| Skewness | 1.648804082 |
| Sum | 1107.306186 |
| Variance | 0.05422534532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1110 | 18.5% |
| 0.1952335 | 1 | < 0.1% |
| 0.12664334 | 1 | < 0.1% |
| 0.89682581 | 1 | < 0.1% |
| 0.16145276 | 1 | < 0.1% |
| 0.08813156 | 1 | < 0.1% |
| 0.92352229 | 1 | < 0.1% |
| 0.11630738 | 1 | < 0.1% |
| 0.58613232 | 1 | < 0.1% |
| 0.29513762 | 1 | < 0.1% |
| Other values (4881) | 4881 |
| Value | Count | Frequency (%) |
| 0 | 1110 | |
| 2.006 × 10-5 | 1 | < 0.1% |
| 7.529 × 10-5 | 1 | < 0.1% |
| 0.00010221 | 1 | < 0.1% |
| 0.00010319 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.17642111 | 1 | |
| 1.13174154 | 1 | |
| 1.12758453 | 1 | |
| 1.10280396 | 1 | |
| 1.09723014 | 1 |
잔액_신판평균한도소진율_r3m
Real number (ℝ)
Zeros 
| Distinct | 4601 |
|---|---|
| Distinct (%) | 76.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1196308915 |
| Minimum | 0 |
|---|---|
| Maximum | 0.88194194 |
| Zeros | 1399 |
| Zeros (%) | 23.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.001745825 |
| median | 0.04300572 |
| Q3 | 0.1579206325 |
| 95-th percentile | 0.530673012 |
| Maximum | 0.88194194 |
| Range | 0.88194194 |
| Interquartile range (IQR) | 0.1561748075 |
Descriptive statistics
| Standard deviation | 0.1716972205 |
|---|---|
| Coefficient of variation (CV) | 1.435224785 |
| Kurtosis | 3.110214175 |
| Mean | 0.1196308915 |
| Median Absolute Deviation (MAD) | 0.04300572 |
| Skewness | 1.897939053 |
| Sum | 717.7853489 |
| Variance | 0.02947993552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1399 | 23.3% |
| 0.00861108 | 2 | < 0.1% |
| 0.15440202 | 1 | < 0.1% |
| 0.00054333 | 1 | < 0.1% |
| 0.08113372 | 1 | < 0.1% |
| 0.32146312 | 1 | < 0.1% |
| 0.08324176 | 1 | < 0.1% |
| 0.10929197 | 1 | < 0.1% |
| 0.06103749 | 1 | < 0.1% |
| 0.0732238 | 1 | < 0.1% |
| Other values (4591) | 4591 |
| Value | Count | Frequency (%) |
| 0 | 1399 | |
| 1.012 × 10-5 | 1 | < 0.1% |
| 2.524 × 10-5 | 1 | < 0.1% |
| 3.592 × 10-5 | 1 | < 0.1% |
| 3.74 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.88194194 | 1 | |
| 0.86368954 | 1 | |
| 0.85889371 | 1 | |
| 0.84771167 | 1 | |
| 0.8417407 | 1 |
잔액_신판최대한도소진율_r3m
Real number (ℝ)
Zeros 
| Distinct | 4669 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1495629217 |
| Minimum | 0 |
|---|---|
| Maximum | 1.05691215 |
| Zeros | 1331 |
| Zeros (%) | 22.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0036230775 |
| median | 0.063774025 |
| Q3 | 0.2028864275 |
| 95-th percentile | 0.6293267445 |
| Maximum | 1.05691215 |
| Range | 1.05691215 |
| Interquartile range (IQR) | 0.19926335 |
Descriptive statistics
| Standard deviation | 0.2054567738 |
|---|---|
| Coefficient of variation (CV) | 1.373714631 |
| Kurtosis | 2.870479528 |
| Mean | 0.1495629217 |
| Median Absolute Deviation (MAD) | 0.063774025 |
| Skewness | 1.832593063 |
| Sum | 897.3775302 |
| Variance | 0.0422124859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1331 | 22.2% |
| 0.03602831 | 2 | < 0.1% |
| 0.19444725 | 1 | < 0.1% |
| 0.37840456 | 1 | < 0.1% |
| 0.03043471 | 1 | < 0.1% |
| 0.08519694 | 1 | < 0.1% |
| 0.12021157 | 1 | < 0.1% |
| 0.11139054 | 1 | < 0.1% |
| 0.02993084 | 1 | < 0.1% |
| 0.11200121 | 1 | < 0.1% |
| Other values (4659) | 4659 |
| Value | Count | Frequency (%) |
| 0 | 1331 | |
| 2.75 × 10-6 | 1 | < 0.1% |
| 5.011 × 10-5 | 1 | < 0.1% |
| 0.00010945 | 1 | < 0.1% |
| 0.00012352 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.05691215 | 1 | |
| 1.03130819 | 1 | |
| 1.01523064 | 1 | |
| 1.01434426 | 1 | |
| 1.01363433 | 1 |
잔액_신판ca평균한도소진율_r6m
Real number (ℝ)
Zeros 
| Distinct | 4631 |
|---|---|
| Distinct (%) | 77.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1478285455 |
| Minimum | 0 |
|---|---|
| Maximum | 1.00234413 |
| Zeros | 1369 |
| Zeros (%) | 22.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0034899075 |
| median | 0.055368275 |
| Q3 | 0.193553295 |
| 95-th percentile | 0.644399345 |
| Maximum | 1.00234413 |
| Range | 1.00234413 |
| Interquartile range (IQR) | 0.1900633875 |
Descriptive statistics
| Standard deviation | 0.2094518469 |
|---|---|
| Coefficient of variation (CV) | 1.416856576 |
| Kurtosis | 2.670424411 |
| Mean | 0.1478285455 |
| Median Absolute Deviation (MAD) | 0.055368275 |
| Skewness | 1.825364858 |
| Sum | 886.9712732 |
| Variance | 0.04387007615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1369 | 22.8% |
| 0.1557006 | 2 | < 0.1% |
| 0.80317059 | 1 | < 0.1% |
| 0.05698193 | 1 | < 0.1% |
| 0.02464621 | 1 | < 0.1% |
| 0.03449191 | 1 | < 0.1% |
| 0.04656322 | 1 | < 0.1% |
| 0.14540843 | 1 | < 0.1% |
| 0.12880071 | 1 | < 0.1% |
| 0.03842288 | 1 | < 0.1% |
| Other values (4621) | 4621 |
| Value | Count | Frequency (%) |
| 0 | 1369 | |
| 4.25 × 10-6 | 1 | < 0.1% |
| 1.021 × 10-5 | 1 | < 0.1% |
| 1.198 × 10-5 | 1 | < 0.1% |
| 1.719 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.00234413 | 1 | |
| 0.9974052 | 1 | |
| 0.98710937 | 1 | |
| 0.98509431 | 1 | |
| 0.98171243 | 1 |
잔액_신판ca최대한도소진율_r6m
Real number (ℝ)
Zeros 
| Distinct | 4964 |
|---|---|
| Distinct (%) | 82.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2122857161 |
| Minimum | 0 |
|---|---|
| Maximum | 1.23828587 |
| Zeros | 1037 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.016314635 |
| median | 0.103984555 |
| Q3 | 0.30441289 |
| 95-th percentile | 0.8318483565 |
| Maximum | 1.23828587 |
| Range | 1.23828587 |
| Interquartile range (IQR) | 0.288098255 |
Descriptive statistics
| Standard deviation | 0.2654552052 |
|---|---|
| Coefficient of variation (CV) | 1.250461925 |
| Kurtosis | 1.702984635 |
| Mean | 0.2122857161 |
| Median Absolute Deviation (MAD) | 0.103984555 |
| Skewness | 1.569847005 |
| Sum | 1273.714296 |
| Variance | 0.07046646599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1037 | 17.3% |
| 0.84984171 | 1 | < 0.1% |
| 0.29130218 | 1 | < 0.1% |
| 0.03731679 | 1 | < 0.1% |
| 0.63196366 | 1 | < 0.1% |
| 0.39683142 | 1 | < 0.1% |
| 0.05711593 | 1 | < 0.1% |
| 0.9490605 | 1 | < 0.1% |
| 0.00373258 | 1 | < 0.1% |
| 0.17645682 | 1 | < 0.1% |
| Other values (4954) | 4954 |
| Value | Count | Frequency (%) |
| 0 | 1037 | |
| 4.81 × 10-6 | 1 | < 0.1% |
| 9.77 × 10-5 | 1 | < 0.1% |
| 0.00012637 | 1 | < 0.1% |
| 0.00012668 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.23828587 | 1 | |
| 1.23539166 | 1 | |
| 1.23518115 | 1 | |
| 1.20625258 | 1 | |
| 1.18917464 | 1 |
잔액_신판ca평균한도소진율_r3m
Real number (ℝ)
Zeros 
| Distinct | 4683 |
|---|---|
| Distinct (%) | 78.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1404960975 |
| Minimum | 0 |
|---|---|
| Maximum | 0.99378991 |
| Zeros | 1318 |
| Zeros (%) | 22.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0033240075 |
| median | 0.049691235 |
| Q3 | 0.17653173 |
| 95-th percentile | 0.6323056545 |
| Maximum | 0.99378991 |
| Range | 0.99378991 |
| Interquartile range (IQR) | 0.1732077225 |
Descriptive statistics
| Standard deviation | 0.2041727094 |
|---|---|
| Coefficient of variation (CV) | 1.453226909 |
| Kurtosis | 3.003346009 |
| Mean | 0.1404960975 |
| Median Absolute Deviation (MAD) | 0.049691235 |
| Skewness | 1.903535077 |
| Sum | 842.9765848 |
| Variance | 0.04168649526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1318 | 22.0% |
| 0.80491094 | 1 | < 0.1% |
| 0.01303631 | 1 | < 0.1% |
| 0.00374865 | 1 | < 0.1% |
| 0.01262387 | 1 | < 0.1% |
| 0.27461723 | 1 | < 0.1% |
| 0.01289894 | 1 | < 0.1% |
| 0.04436202 | 1 | < 0.1% |
| 0.11082281 | 1 | < 0.1% |
| 0.08938855 | 1 | < 0.1% |
| Other values (4673) | 4673 |
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| 1.094 × 10-5 | 1 | < 0.1% |
| 1.381 × 10-5 | 1 | < 0.1% |
| 2.078 × 10-5 | 1 | < 0.1% |
| 2.754 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.99378991 | 1 | |
| 0.98305431 | 1 | |
| 0.97590465 | 1 | |
| 0.96427538 | 1 | |
| 0.96280235 | 1 |
잔액_신판ca최대한도소진율_r3m
Real number (ℝ)
Zeros 
| Distinct | 4781 |
|---|---|
| Distinct (%) | 79.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.175878696 |
| Minimum | 0 |
|---|---|
| Maximum | 1.15544447 |
| Zeros | 1220 |
| Zeros (%) | 20.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.008066565 |
| median | 0.074856095 |
| Q3 | 0.2279004575 |
| 95-th percentile | 0.7509154895 |
| Maximum | 1.15544447 |
| Range | 1.15544447 |
| Interquartile range (IQR) | 0.2198338925 |
Descriptive statistics
| Standard deviation | 0.2405065457 |
|---|---|
| Coefficient of variation (CV) | 1.367456953 |
| Kurtosis | 2.563605534 |
| Mean | 0.175878696 |
| Median Absolute Deviation (MAD) | 0.074856095 |
| Skewness | 1.79407785 |
| Sum | 1055.272176 |
| Variance | 0.05784339854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1220 | 20.3% |
| 0.88517082 | 1 | < 0.1% |
| 0.30521161 | 1 | < 0.1% |
| 0.83448297 | 1 | < 0.1% |
| 0.10186711 | 1 | < 0.1% |
| 0.07485472 | 1 | < 0.1% |
| 0.91042134 | 1 | < 0.1% |
| 0.07605158 | 1 | < 0.1% |
| 0.53994789 | 1 | < 0.1% |
| 0.00417763 | 1 | < 0.1% |
| Other values (4771) | 4771 |
| Value | Count | Frequency (%) |
| 0 | 1220 | |
| 1.352 × 10-5 | 1 | < 0.1% |
| 5.219 × 10-5 | 1 | < 0.1% |
| 7.781 × 10-5 | 1 | < 0.1% |
| 0.0001471 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.15544447 | 1 | |
| 1.1400468 | 1 | |
| 1.13662408 | 1 | |
| 1.12921976 | 1 | |
| 1.11324793 | 1 |
변동률_일시불평잔
Real number (ℝ)
Zeros 
| Distinct | 4749 |
|---|---|
| Distinct (%) | 79.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8864009848 |
| Minimum | 0 |
|---|---|
| Maximum | 2.06249588 |
| Zeros | 578 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.800988715 |
| median | 0.960894295 |
| Q3 | 1.04581363 |
| 95-th percentile | 1.381512516 |
| Maximum | 2.06249588 |
| Range | 2.06249588 |
| Interquartile range (IQR) | 0.244824915 |
Descriptive statistics
| Standard deviation | 0.3719371298 |
|---|---|
| Coefficient of variation (CV) | 0.4196036964 |
| Kurtosis | 1.617447414 |
| Mean | 0.8864009848 |
| Median Absolute Deviation (MAD) | 0.11878534 |
| Skewness | -0.7676348154 |
| Sum | 5318.405909 |
| Variance | 0.1383372285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.999998 | 668 | 11.1% |
| 0 | 578 | 9.6% |
| 1.999996 | 8 | 0.1% |
| 0.95192979 | 1 | < 0.1% |
| 0.92737017 | 1 | < 0.1% |
| 1.36339185 | 1 | < 0.1% |
| 0.72995431 | 1 | < 0.1% |
| 0.89519981 | 1 | < 0.1% |
| 0.78010928 | 1 | < 0.1% |
| 1.45829591 | 1 | < 0.1% |
| Other values (4739) | 4739 |
| Value | Count | Frequency (%) |
| 0 | 578 | |
| 0.007208 | 1 | < 0.1% |
| 0.05576666 | 1 | < 0.1% |
| 0.0599515 | 1 | < 0.1% |
| 0.09866076 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.06249588 | 1 | |
| 2.06199168 | 1 | |
| 2.04421673 | 1 | |
| 2.02848881 | 1 | |
| 2.00721857 | 1 |
변동률_RV일시불평잔
Real number (ℝ)
Zeros 
| Distinct | 1097 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9452133421 |
| Minimum | 0 |
|---|---|
| Maximum | 1.38023942 |
| Zeros | 341 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.999998 |
| median | 0.999998 |
| Q3 | 0.999998 |
| 95-th percentile | 1.049616547 |
| Maximum | 1.38023942 |
| Range | 1.38023942 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2348936934 |
|---|---|
| Coefficient of variation (CV) | 0.2485086519 |
| Kurtosis | 11.95110089 |
| Mean | 0.9452133421 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.667501926 |
| Sum | 5671.280053 |
| Variance | 0.05517504718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.999998 | 4564 | |
| 0 | 341 | 5.7% |
| 1.0215194 | 1 | < 0.1% |
| 1.03241517 | 1 | < 0.1% |
| 1.00974893 | 1 | < 0.1% |
| 0.94929192 | 1 | < 0.1% |
| 0.95856703 | 1 | < 0.1% |
| 0.97482608 | 1 | < 0.1% |
| 1.00650061 | 1 | < 0.1% |
| 1.19713921 | 1 | < 0.1% |
| Other values (1087) | 1087 | 18.1% |
| Value | Count | Frequency (%) |
| 0 | 341 | |
| 0.67983239 | 1 | < 0.1% |
| 0.7117338 | 1 | < 0.1% |
| 0.71443248 | 1 | < 0.1% |
| 0.76104108 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.38023942 | 1 | |
| 1.34962993 | 1 | |
| 1.32759315 | 1 | |
| 1.32547527 | 1 | |
| 1.31314534 | 1 |
변동률_할부평잔
Real number (ℝ)
Zeros 
| Distinct | 2121 |
|---|---|
| Distinct (%) | 35.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8636782522 |
| Minimum | 0 |
|---|---|
| Maximum | 1.99502711 |
| Zeros | 728 |
| Zeros (%) | 12.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.8981324125 |
| median | 0.999998 |
| Q3 | 0.999998 |
| 95-th percentile | 1.524132239 |
| Maximum | 1.99502711 |
| Range | 1.99502711 |
| Interquartile range (IQR) | 0.1018655875 |
Descriptive statistics
| Standard deviation | 0.4118980513 |
|---|---|
| Coefficient of variation (CV) | 0.4769114543 |
| Kurtosis | 1.192427297 |
| Mean | 0.8636782522 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.5324826597 |
| Sum | 5182.069513 |
| Variance | 0.1696600047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.999998 | 3153 | |
| 0 | 728 | 12.1% |
| 1.04280528 | 1 | < 0.1% |
| 1.5356008 | 1 | < 0.1% |
| 0.58414239 | 1 | < 0.1% |
| 0.5953165 | 1 | < 0.1% |
| 0.5911415 | 1 | < 0.1% |
| 0.32662738 | 1 | < 0.1% |
| 0.90456606 | 1 | < 0.1% |
| 0.33083618 | 1 | < 0.1% |
| Other values (2111) | 2111 |
| Value | Count | Frequency (%) |
| 0 | 728 | |
| 0.09034006 | 1 | < 0.1% |
| 0.09634766 | 1 | < 0.1% |
| 0.09770308 | 1 | < 0.1% |
| 0.10127287 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.99502711 | 1 | |
| 1.99493338 | 1 | |
| 1.99457768 | 1 | |
| 1.99443532 | 1 | |
| 1.99442335 | 1 |
변동률_CA평잔
Real number (ℝ)
Zeros 
| Distinct | 390 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9274754534 |
| Minimum | 0 |
|---|---|
| Maximum | 1.99513803 |
| Zeros | 503 |
| Zeros (%) | 8.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.999998 |
| median | 0.999998 |
| Q3 | 0.999998 |
| 95-th percentile | 0.999998 |
| Maximum | 1.99513803 |
| Range | 1.99513803 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3052889552 |
|---|---|
| Coefficient of variation (CV) | 0.3291612237 |
| Kurtosis | 6.21941432 |
| Mean | 0.9274754534 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.753244856 |
| Sum | 5564.852721 |
| Variance | 0.09320134617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.999998 | 5109 | |
| 0 | 503 | 8.4% |
| 1.0027772 | 1 | < 0.1% |
| 0.85474389 | 1 | < 0.1% |
| 1.00283968 | 1 | < 0.1% |
| 0.86464847 | 1 | < 0.1% |
| 1.98999539 | 1 | < 0.1% |
| 0.99963361 | 1 | < 0.1% |
| 0.9981225 | 1 | < 0.1% |
| 1.00719658 | 1 | < 0.1% |
| Other values (380) | 380 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 503 | |
| 0.34082654 | 1 | < 0.1% |
| 0.34135327 | 1 | < 0.1% |
| 0.34191531 | 1 | < 0.1% |
| 0.34527834 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.99513803 | 1 | |
| 1.9941597 | 1 | |
| 1.99375184 | 1 | |
| 1.99365369 | 1 | |
| 1.99362347 | 1 |
변동률_RVCA평잔
Real number (ℝ)
Zeros 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9430866653 |
| Minimum | 0 |
|---|---|
| Maximum | 0.999998 |
| Zeros | 341 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.999998 |
| median | 0.999998 |
| Q3 | 0.999998 |
| 95-th percentile | 0.999998 |
| Maximum | 0.999998 |
| Range | 0.999998 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2315425381 |
|---|---|
| Coefficient of variation (CV) | 0.2455156526 |
| Kurtosis | 12.66199664 |
| Mean | 0.9430866653 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.828245421 |
| Sum | 5658.519992 |
| Variance | 0.05361194693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.999998 | 5643 | |
| 0 | 341 | 5.7% |
| 0.99464616 | 1 | < 0.1% |
| 0.86725647 | 1 | < 0.1% |
| 0.99546048 | 1 | < 0.1% |
| 0.99448577 | 1 | < 0.1% |
| 0.99132747 | 1 | < 0.1% |
| 0.99401323 | 1 | < 0.1% |
| 0.99444937 | 1 | < 0.1% |
| 0.99509853 | 1 | < 0.1% |
| Other values (8) | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 341 | |
| 0.86656044 | 1 | < 0.1% |
| 0.86725647 | 1 | < 0.1% |
| 0.86967151 | 1 | < 0.1% |
| 0.99132747 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.999998 | 5643 | |
| 0.99611975 | 1 | < 0.1% |
| 0.99588524 | 1 | < 0.1% |
| 0.99546048 | 1 | < 0.1% |
| 0.99530699 | 1 | < 0.1% |
변동률_카드론평잔
Real number (ℝ)
Zeros 
| Distinct | 382 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9410078108 |
| Minimum | 0 |
|---|---|
| Maximum | 1.99709969 |
| Zeros | 358 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.999998 |
| median | 0.999998 |
| Q3 | 0.999998 |
| 95-th percentile | 0.999998 |
| Maximum | 1.99709969 |
| Range | 1.99709969 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2485203742 |
|---|---|
| Coefficient of variation (CV) | 0.2641002246 |
| Kurtosis | 10.53643399 |
| Mean | 0.9410078108 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.9224164 |
| Sum | 5646.046865 |
| Variance | 0.06176237639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.999998 | 5262 | |
| 0 | 358 | 6.0% |
| 0.83534247 | 1 | < 0.1% |
| 0.36263081 | 1 | < 0.1% |
| 0.82947087 | 1 | < 0.1% |
| 0.92220499 | 1 | < 0.1% |
| 0.92839239 | 1 | < 0.1% |
| 1.50150165 | 1 | < 0.1% |
| 0.9223012 | 1 | < 0.1% |
| 0.8319632 | 1 | < 0.1% |
| Other values (372) | 372 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 358 | |
| 0.3512712 | 1 | < 0.1% |
| 0.36217228 | 1 | < 0.1% |
| 0.36263081 | 1 | < 0.1% |
| 0.36612812 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.99709969 | 1 | |
| 1.99624418 | 1 | |
| 1.9958987 | 1 | |
| 1.9954847 | 1 | |
| 1.99537961 | 1 |
변동률_잔액_B1M
Real number (ℝ)
Zeros 
| Distinct | 4410 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005760551448 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 1536 |
| Zeros (%) | 25.6% |
| Negative | 2440 |
| Negative (%) | 40.7% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.2336442865 |
| Q1 | -0.073722875 |
| median | 0 |
| Q3 | 0.0417853525 |
| 95-th percentile | 0.225438665 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.1155082275 |
Descriptive statistics
| Standard deviation | 0.2411639525 |
|---|---|
| Coefficient of variation (CV) | -41.86473373 |
| Kurtosis | 43.21813247 |
| Mean | -0.005760551448 |
| Median Absolute Deviation (MAD) | 0.058767595 |
| Skewness | 0.8289800621 |
| Sum | -34.56330869 |
| Variance | 0.05816005201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1536 | 25.6% |
| 1.999996 | 32 | 0.5% |
| -1.999996 | 25 | 0.4% |
| 0.26188584 | 1 | < 0.1% |
| -0.15010865 | 1 | < 0.1% |
| 0.12645737 | 1 | < 0.1% |
| -0.08977653 | 1 | < 0.1% |
| -0.12010044 | 1 | < 0.1% |
| 0.60566711 | 1 | < 0.1% |
| 0.05850637 | 1 | < 0.1% |
| Other values (4400) | 4400 |
| Value | Count | Frequency (%) |
| -1.999996 | 25 | |
| -0.82258818 | 1 | < 0.1% |
| -0.8171162 | 1 | < 0.1% |
| -0.80249301 | 1 | < 0.1% |
| -0.77739777 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 32 | |
| 1.18833275 | 1 | < 0.1% |
| 1.08489777 | 1 | < 0.1% |
| 0.96117598 | 1 | < 0.1% |
| 0.92594684 | 1 | < 0.1% |
변동률_잔액_일시불_B1M
Real number (ℝ)
Zeros 
| Distinct | 4097 |
|---|---|
| Distinct (%) | 68.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006480191373 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 1.999996 |
| Zeros | 1808 |
| Zeros (%) | 30.1% |
| Negative | 2110 |
| Negative (%) | 35.2% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | -0.2299004535 |
| Q1 | -0.05180669 |
| median | 0 |
| Q3 | 0.0492534675 |
| 95-th percentile | 0.258749146 |
| Maximum | 1.999996 |
| Range | 3.999992 |
| Interquartile range (IQR) | 0.1010601575 |
Descriptive statistics
| Standard deviation | 0.2948105182 |
|---|---|
| Coefficient of variation (CV) | 45.49410676 |
| Kurtosis | 32.3063332 |
| Mean | 0.006480191373 |
| Median Absolute Deviation (MAD) | 0.050792425 |
| Skewness | 0.3676042506 |
| Sum | 38.88114824 |
| Variance | 0.08691324163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1808 | |
| 1.999996 | 52 | 0.9% |
| -1.999996 | 46 | 0.8% |
| 0.15254055 | 1 | < 0.1% |
| 0.49205002 | 1 | < 0.1% |
| -0.10857209 | 1 | < 0.1% |
| 0.08284771 | 1 | < 0.1% |
| 0.02363703 | 1 | < 0.1% |
| 0.17485316 | 1 | < 0.1% |
| 0.17424706 | 1 | < 0.1% |
| Other values (4087) | 4087 |
| Value | Count | Frequency (%) |
| -1.999996 | 46 | |
| -0.92011969 | 1 | < 0.1% |
| -0.9186817 | 1 | < 0.1% |
| -0.89615177 | 1 | < 0.1% |
| -0.88835338 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.999996 | 52 | |
| 1.12653255 | 1 | < 0.1% |
| 1.09726443 | 1 | < 0.1% |
| 1.07002995 | 1 | < 0.1% |
| 1.05065506 | 1 | < 0.1% |
변동률_잔액_CA_B1M
Real number (ℝ)
Skewed  Zeros 
| Distinct | 198 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002426844403 |
| Minimum | -1.999996 |
|---|---|
| Maximum | 0.12151983 |
| Zeros | 5797 |
| Zeros (%) | 96.6% |
| Negative | 106 |
| Negative (%) | 1.8% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.999996 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.12151983 |
| Range | 2.12151583 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06871085153 |
|---|---|
| Coefficient of variation (CV) | -28.31283762 |
| Kurtosis | 831.3875299 |
| Mean | -0.002426844403 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -28.68314987 |
| Sum | -14.56106642 |
| Variance | 0.004721181117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5797 | |
| -1.999996 | 7 | 0.1% |
| -0.06323786 | 1 | < 0.1% |
| -0.13283239 | 1 | < 0.1% |
| -0.04582356 | 1 | < 0.1% |
| -0.02705614 | 1 | < 0.1% |
| 0.01623144 | 1 | < 0.1% |
| 0.02221862 | 1 | < 0.1% |
| -0.01707281 | 1 | < 0.1% |
| 0.01009657 | 1 | < 0.1% |
| Other values (188) | 188 | 3.1% |
| Value | Count | Frequency (%) |
| -1.999996 | 7 | |
| -0.13283239 | 1 | < 0.1% |
| -0.1179131 | 1 | < 0.1% |
| -0.11587903 | 1 | < 0.1% |
| -0.10757537 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.12151983 | 1 | |
| 0.11527669 | 1 | |
| 0.09657074 | 1 | |
| 0.07638419 | 1 | |
| 0.07578401 | 1 |
혜택수혜율_R3M
Real number (ℝ)
Missing  Zeros 
| Distinct | 2796 |
|---|---|
| Distinct (%) | 57.6% |
| Missing | 1147 |
| Missing (%) | 19.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.944194162 |
| Minimum | -1.64461077 |
|---|---|
| Maximum | 99.9998 |
| Zeros | 1927 |
| Zeros (%) | 32.1% |
| Negative | 126 |
| Negative (%) | 2.1% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.64461077 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.61669528 |
| Q3 | 2.01808863 |
| 95-th percentile | 7.212378586 |
| Maximum | 99.9998 |
| Range | 101.6444108 |
| Interquartile range (IQR) | 2.01808863 |
Descriptive statistics
| Standard deviation | 16.17822579 |
|---|---|
| Coefficient of variation (CV) | 4.101782296 |
| Kurtosis | 30.85100503 |
| Mean | 3.944194162 |
| Median Absolute Deviation (MAD) | 0.61669528 |
| Skewness | 5.689967415 |
| Sum | 19141.17427 |
| Variance | 261.7349896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1927 | |
| 99.9998 | 132 | 2.2% |
| 1.04440146 | 1 | < 0.1% |
| 3.64196497 | 1 | < 0.1% |
| 2.71636675 | 1 | < 0.1% |
| 2.00510772 | 1 | < 0.1% |
| -0.01304955 | 1 | < 0.1% |
| 0.89769896 | 1 | < 0.1% |
| 0.81454085 | 1 | < 0.1% |
| 2.1859995 | 1 | < 0.1% |
| Other values (2786) | 2786 | |
| (Missing) | 1147 |
| Value | Count | Frequency (%) |
| -1.64461077 | 1 | |
| -0.80488162 | 1 | |
| -0.6688916 | 1 | |
| -0.65733022 | 1 | |
| -0.62717409 | 1 |
| Value | Count | Frequency (%) |
| 99.9998 | 132 | |
| 17.37195933 | 1 | < 0.1% |
| 16.8745075 | 1 | < 0.1% |
| 16.60903827 | 1 | < 0.1% |
| 16.55535268 | 1 | < 0.1% |
혜택수혜율_B0M
Real number (ℝ)
Missing  Zeros 
| Distinct | 2428 |
|---|---|
| Distinct (%) | 51.7% |
| Missing | 1300 |
| Missing (%) | 21.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.86423864 |
| Minimum | -1.19878842 |
|---|---|
| Maximum | 99.9998 |
| Zeros | 2109 |
| Zeros (%) | 35.1% |
| Negative | 32 |
| Negative (%) | 0.5% |
| Memory size | 47.0 KiB |
Quantile statistics
| Minimum | -1.19878842 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.75745321 |
| Q3 | 2.50113426 |
| 95-th percentile | 9.011847007 |
| Maximum | 99.9998 |
| Range | 101.1985884 |
| Interquartile range (IQR) | 2.50113426 |
Descriptive statistics
| Standard deviation | 18.25241357 |
|---|---|
| Coefficient of variation (CV) | 3.752368033 |
| Kurtosis | 22.95013755 |
| Mean | 4.86423864 |
| Median Absolute Deviation (MAD) | 0.75745321 |
| Skewness | 4.963912416 |
| Sum | 22861.92161 |
| Variance | 333.1506013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2109 | |
| 99.9998 | 165 | 2.8% |
| 1.28054252 | 1 | < 0.1% |
| -0.40049436 | 1 | < 0.1% |
| 2.49620817 | 1 | < 0.1% |
| 1.16615608 | 1 | < 0.1% |
| 1.84569485 | 1 | < 0.1% |
| 1.49625153 | 1 | < 0.1% |
| 1.13888745 | 1 | < 0.1% |
| 1.51776144 | 1 | < 0.1% |
| Other values (2418) | 2418 | |
| (Missing) | 1300 |
| Value | Count | Frequency (%) |
| -1.19878842 | 1 | |
| -0.71713425 | 1 | |
| -0.67953769 | 1 | |
| -0.57598428 | 1 | |
| -0.49627387 | 1 |
| Value | Count | Frequency (%) |
| 99.9998 | 165 | |
| 12.51713894 | 1 | < 0.1% |
| 12.29963109 | 1 | < 0.1% |
| 12.1614004 | 1 | < 0.1% |
| 12.11357658 | 1 | < 0.1% |